1.8

Adjusted Signal

1.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

6.4K

Stars

TypeScript

Language

806.3K

Lines of Code

6.5K

Files

1.3K

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 7.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1147 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.0/100 · LOW

Are imports declared and package/API names verified? 111 finding(s).

Agent Over-Engineering Ratio 6.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 978 finding(s).

PR Review Velocity Impact 8.0/100 · LOW

Which changes need focused human review? 1265 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 3HIGH 3MEDIUM 21LOW 1238

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 1265 distinct pattern matches across 13 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.

Hyper-Verbose Identifiers971 hits · 986 pts

Severity	File	Line	Snippet	Context
LOW	…ges/@repo/bundle-manager/src/commands/uploadBundles.ts	272	function getMonorepoPackageVersions(): Record<string, string> {	CODE
LOW	…epo/release-notes/src/utils/pullRequestReleaseNotes.ts	33	export async function extractReleaseNotesFromPrBody(	CODE
LOW	…epo/release-notes/src/utils/pullRequestReleaseNotes.ts	61	function sectionContainsHorizontalRule(blocks: PortableTextMarkdownBlock[]): boolean {	CODE
LOW	…epo/release-notes/src/utils/pullRequestReleaseNotes.ts	99	export function shouldExcludeReleaseNotes(blocks: PortableTextMarkdownBlock[]): boolean {	CODE
LOW	packages/@repo/release-notes/src/utils/ids.ts	8	export function getSanityDocumentIdsForBaseVersion(baseVersion: string) {	CODE
LOW	…e-notes/src/utils/generateHumanReadableReleaseNotes.ts	11	export async function generateHumanReadableReleaseNotes({	CODE
LOW	…o/release-notes/src/utils/parseRenovateReleaseNotes.ts	30	export function parseRenovateReleaseNotes(prBody: string): NormalizedMarkdownBlock[] {	CODE
LOW	…ease-notes/src/commands/createOrUpdateChangelogDocs.ts	36	export async function createOrUpdateChangelogDocs(args: {	CODE
LOW	packages/@repo/debug-proxy/src/requestScenarios.ts	29	export function intermittentServiceErrors(	CODE
LOW	…@sanity/types/src/globalDocumentReference/asserters.ts	5	export function isGlobalDocumentReference(	CODE
LOW	packages/@sanity/types/src/markers/asserters.ts	11	export function isValidationWarningMarker(	CODE
LOW	packages/@sanity/types/src/mutations/asserters.ts	19	export function isCreateIfNotExistsMutation(	CODE
LOW	packages/@sanity/types/src/mutations/asserters.ts	26	export function isCreateOrReplaceMutation(	CODE
LOW⚡	packages/@sanity/types/src/schema/asserters.ts	65	export function isArrayOfBlocksSchemaType(	CODE
LOW⚡	packages/@sanity/types/src/schema/asserters.ts	72	export function isArrayOfObjectsSchemaType(	CODE
LOW⚡	packages/@sanity/types/src/schema/asserters.ts	79	export function isArrayOfPrimitivesSchemaType(type: unknown): type is ArraySchemaType {	CODE
LOW⚡	packages/@sanity/types/src/schema/asserters.ts	84	export function isArrayOfStringsSchemaType(type: unknown): type is ArraySchemaType<string> {	CODE
LOW	packages/@sanity/types/src/schema/asserters.ts	143	export function isDeprecationConfiguration(type: unknown): type is DeprecationConfiguration {	CODE
LOW	packages/@sanity/types/src/schema/asserters.ts	149	export function isCrossDatasetReferenceSchemaType(	CODE
LOW	packages/@sanity/types/src/schema/asserters.ts	200	export function isBlockChildrenObjectField(field: unknown): field is BlockChildrenObjectField {	CODE
LOW	packages/@sanity/util/src/paths.ts	278	function normalizeIndexTupleSegment(segment: string): IndexTuple {	CODE
LOW	…/concurrency-limiter/createClientConcurrencyLimiter.ts	51	export function createClientConcurrencyLimiter(	CODE
LOW	…/createClientConcurrencyLimiter.abortSignalAny.test.ts	49	function describeSignalCombination() {	CODE
LOW	…ages/@sanity/vision/src/util/apiVersionCapabilities.ts	60	export function getUnsatisfiedApiVersionCapability(	CODE
LOW	packages/@sanity/vision/src/util/getBlobUrl.ts	19	function getMemoizedBlobUrlResolver(mimeType: string, stringEncoder: (input: any) => string) {	CODE
LOW	…ges/@sanity/vision/src/components/VisionGui.styled.tsx	56	export function InputBackgroundContainerLeft(props: ComponentProps<typeof Box>) {	CODE
LOW	…s/@sanity/vision/src/components/PerspectivePopover.tsx	11	function PerspectivePopoverContent(props: ComponentProps<typeof Box>) {	CODE
LOW	packages/@sanity/vision/src/vista/util/groqFunctions.ts	608	export function explainDeclarationSyntaxError(	CODE
LOW	…es/@sanity/vision/src/vista/util/groqFunctionEditor.ts	344	export function createGroqFunctionExtensions(labels: GroqEditorLabels): Extension[] {	CODE
LOW	packages/@sanity/vision/src/vista/util/groqWasm.ts	75	export function createByteOffsetConverter(text: string): (byteOffset: number) => number {	CODE
LOW	…y/vision/src/vista/hooks/useFollowNavbarPerspective.ts	12	export function useFollowNavbarPerspective(	CODE
LOW	…y/schema/src/manifest/createSchemaFromManifestTypes.ts	45	export function createSchemaFromManifestTypes(	CODE
LOW	…kages/@sanity/schema/src/manifest/workspaceSchemaId.ts	95	export function createStoredWorkspaceSchemaPayload(args: {	CODE
LOW	…nity/schema/src/manifest/extractManifestSchemaTypes.ts	105	export async function extractCreateWorkspaceManifest(	CODE
LOW	…nity/schema/src/manifest/extractManifestSchemaTypes.ts	134	export function extractManifestSchemaTypes(schema: Schema): ManifestSchemaType[] {	CODE
LOW	…nity/schema/src/manifest/extractManifestSchemaTypes.ts	150	function transformCommonTypeFields(	CODE
LOW	…nity/schema/src/manifest/extractManifestSchemaTypes.ts	352	function transformCrossDatasetReference(	CODE
LOW	…nity/schema/src/manifest/extractManifestSchemaTypes.ts	369	function transformGlobalDocumentReference(	CODE
LOW	…ges/@sanity/schema/src/manifest/manifestTypeHelpers.ts	56	export function isGlobalDocumentReference(	CODE
LOW	…ges/@sanity/schema/src/manifest/manifestTypeHelpers.ts	129	function getSchemaTypeInternalOwnProps(type: SchemaType): InternalOwnProps \| undefined {	CODE
LOW	…ages/@sanity/schema/src/legacy/searchConfig/resolve.ts	116	function getCachedStringFieldPaths(type: any, maxDepth: number) {	CODE
LOW	…ages/@sanity/schema/src/legacy/searchConfig/resolve.ts	148	function getPortableTextFieldPaths(type: any, maxDepth: any) {	CODE
LOW	…ages/@sanity/schema/src/legacy/searchConfig/resolve.ts	155	export function resolveSearchConfigForBaseFieldPaths(type: any, maxDepth?: number) {	CODE
LOW	…y/schema/src/sanity/validateMediaLibraryAssetAspect.ts	32	export function validateMediaLibraryAssetAspect(	CODE
LOW	packages/@sanity/schema/src/sanity/groupProblems.ts	18	function createTypeWithMembersProblemsAccessor(	CODE
LOW	packages/@sanity/schema/src/sanity/extractSchema.ts	394	function createReferenceTypeNodeDefintion(	CODE
LOW⚡	packages/@sanity/schema/src/sanity/extractSchema.ts	545	function isCrossDatasetReferenceType(typeDef: SanitySchemaType) {	CODE
LOW⚡	packages/@sanity/schema/src/sanity/extractSchema.ts	548	function isGlobalDocumentReferenceType(typeDef: SanitySchemaType) {	CODE
LOW⚡	packages/@sanity/schema/src/sanity/extractSchema.ts	557	function createStringTypeNodeDefintion(	CODE
LOW	packages/@sanity/schema/src/sanity/extractSchema.ts	575	function createNumberTypeNodeDefintion(	CODE
LOW	…anity/schema/src/sanity/validation/types/deprecated.ts	4	export function validateDeprecatedProperties(type: any): SchemaValidationResult[] {	CODE
LOW	…sanity/validation/utils/validateNonObjectFieldsProp.ts	6	export function validateNonObjectFieldsProp(	CODE
LOW	…ema/src/sanity/validation/utils/validateNoCallbacks.ts	24	function validateConditionalProperties(typeDef: any): SchemaValidationResult[] {	CODE
LOW	…ema/src/sanity/validation/utils/validateNoCallbacks.ts	185	function validateOtherFunctionOptions(options: any): SchemaValidationResult[] {	CODE
LOW	…ema/src/sanity/validation/utils/validateNoCallbacks.ts	198	function validateFieldsetsAndGroups(typeDef: any): SchemaValidationResult[] {	CODE
LOW	packages/@sanity/schema/src/descriptors/uploadSchema.ts	349	export async function prepareEncodedSchemaUpload(	CODE
LOW	packages/@sanity/schema/src/descriptors/convert.ts	591	function extractValueFromListOption(option: unknown, typeDef: Record<string, unknown>): unknown {	CODE
LOW	packages/@sanity/schema/src/descriptors/sync.ts	23	export function processSchemaSynchronization(	CODE
LOW	…s/@sanity/validation/src/resolveConditionalProperty.ts	11	export function resolveConditionalProperty(	CODE
LOW	packages/@sanity/validation/src/validateDocument.ts	82	function extractFieldRulesFromRule(rule: Rule): NonNullable<Rule['_fieldRules']>[] {	CODE
911 more matches not shown…

Fake / Example Data105 hits · 120 pts

Severity	File	Line	Snippet	Context
LOW	.agents/skills/playwright-cli/SKILL.md	38	playwright-cli fill e5 "user@example.com"	CODE
LOW	.agents/skills/playwright-cli/SKILL.md	233	playwright-cli fill e1 "user@example.com"	CODE
LOW	…ts/skills/playwright-cli/references/test-generation.md	21	playwright-cli fill e1 "user@example.com"	CODE
LOW	…ts/skills/playwright-cli/references/test-generation.md	23	# await page.getByRole('textbox', { name: 'Email' }).fill('user@example.com');	COMMENT
LOW	…ts/skills/playwright-cli/references/test-generation.md	44	await page.getByRole('textbox', {name: 'Email'}).fill('user@example.com')	CODE
LOW	…gents/skills/playwright-cli/references/running-code.md	214	await page.fill('input[name=email]', 'user@example.com');	CODE
LOW⚡	…ents/skills/playwright-cli/references/storage-state.md	238	playwright-cli fill e1 "user@example.com"	CODE
LOW	…skills/playwright-cli/references/session-management.md	17	playwright-cli -s=auth fill e1 "user@example.com"	CODE
LOW	…s/playwright-best-practices/advanced/authentication.md	198	email: 'admin@example.com',	CODE
LOW	…ls/playwright-best-practices/advanced/multi-context.md	53	await popup.getByLabel('Email').fill('user@example.com')	CODE
LOW	…nts/skills/playwright-best-practices/core/test-data.md	253	{email: 'user@example.com', password: 'pass123', expected: 'Dashboard'},	CODE
LOW	…nts/skills/playwright-best-practices/core/test-data.md	254	{email: 'admin@example.com', password: 'admin123', expected: 'Admin Panel'},	CODE
LOW	…nts/skills/playwright-best-practices/core/test-data.md	432	const user = await seedUser({name: 'John Doe'})	CODE
LOW	…nts/skills/playwright-best-practices/core/test-data.md	435	await expect(page.getByText('John Doe')).toBeVisible()	CODE
LOW	…ls/playwright-best-practices/core/page-object-model.md	71	await loginPage.login('user@example.com', 'password123')	CODE
LOW	…ls/playwright-best-practices/core/page-object-model.md	211	const dashboardPage = await loginPage.login('user@example.com', 'pass')	CODE
LOW	…ls/playwright-best-practices/core/page-object-model.md	244	await loginPage.login('user@example.com', 'password')	CODE
LOW	…ls/playwright-best-practices/core/page-object-model.md	310	await loginPage.login('user@example.com', 'password')	CODE
LOW	…kills/playwright-best-practices/core/fixtures-hooks.md	103	defaultUser: {email: 'admin@example.com', password: 'admin123'},	CODE
LOW	…kills/playwright-best-practices/core/fixtures-hooks.md	280	await login(page, 'admin@example.com', 'adminpass')	CODE
LOW	…kills/playwright-best-practices/core/fixtures-hooks.md	285	await login(page, 'user@example.com', 'userpass')	CODE
LOW	…s/skills/playwright-best-practices/core/annotations.md	202	await page.getByLabel('Name').fill('John Doe')	CODE
LOW	…s/playwright-best-practices/core/assertions-waiting.md	47	await expect(page.getByLabel('Email')).toHaveValue('user@example.com')	CODE
LOW	…ht-best-practices/testing-patterns/forms-validation.md	156	await page.getByLabel('Phone').fill('555-1234')	CODE
LOW	…ht-best-practices/testing-patterns/forms-validation.md	197	await page.getByLabel('Phone').fill('555-1234')	CODE
LOW	…ht-best-practices/testing-patterns/forms-validation.md	482	\| `await page.fill('#email', 'test@test.com')` \| CSS selector is fragile \|	CODE
LOW	…ght-best-practices/testing-patterns/file-operations.md	71	expect(content).toContain('John Doe')	CODE
LOW	…ht-best-practices/testing-patterns/security-testing.md	176	await page.getByLabel('Email').fill('user@example.com')	CODE
LOW	…ht-best-practices/testing-patterns/security-testing.md	203	await page1.getByLabel('Email').fill('user@example.com')	CODE
LOW	…ht-best-practices/testing-patterns/security-testing.md	213	await page2.getByLabel('Email').fill('user@example.com')	CODE
LOW	…ht-best-practices/testing-patterns/security-testing.md	232	await page.getByLabel('Email').fill('user@example.com')	CODE
LOW	examples/functions/sentiment-analysis/document.json	5	"name": "John Doe",	CODE
LOW⚡	scripts/generate-documents/utils/lorem.ts	4	`Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna	CODE
LOW⚡	scripts/generate-documents/utils/lorem.ts	4	`Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore et dolore magna	CODE
LOW⚡	scripts/generate-documents/utils/lorem.ts	8	* Generate a Uint8Array of lorem ipsum text of the given byte size	COMMENT
LOW	scripts/generate-documents/utils/lorem.ts	21	* Generate a lorem ipsum string of the given byte size	COMMENT
LOW	packages/@repo/release-notes/src/utils/uploadImages.ts	29	let asset = {_id: 'placeholder'}	CODE
LOW	packages/sanity/test/form/renderVideoInput.tsx	25	fields: [{name: 'placeholder', type: 'string', hidden: true}],	CODE
LOW	packages/sanity/test/descriptors/schema.test.tsx	501	describe('placeholder', () => {	CODE
LOW	…/comment-input/__tests__/CommentInput.browser.test.tsx	32	email: 'test@test.com',	CODE
LOW	…nput/__tests__/InlineComposerMentions.browser.test.tsx	32	email: 'test@test.com',	CODE
LOW	…c/core/studio/copyPaste/__test__/transferValue.test.ts	284	client: createMockClient([{_type: 'editor', _id: 'yyy', name: 'John Doe'}]),	CODE
LOW	…c/core/studio/copyPaste/__test__/transferValue.test.ts	326	{_type: 'editor', _id: 'versions.rSomeRelease.yyy', name: 'John Doe'},	CODE
LOW	…c/core/studio/copyPaste/__test__/transferValue.test.ts	363	client: createMockClient([{_type: 'editor', _id: 'drafts.yyy', name: 'John Doe'}]),	CODE
LOW	…c/core/studio/copyPaste/__test__/transferValue.test.ts	435	client: createMockClient([{_type: 'editor', _id: 'yyy', name: 'John Doe'}]),	CODE
LOW	…c/core/studio/copyPaste/__test__/transferValue.test.ts	502	client: createMockClient([{_type: 'editor', _id: 'yyy', name: 'John Doe'}]),	CODE
LOW	…c/core/studio/copyPaste/__test__/transferValue.test.ts	541	client: createMockClient([{_type: 'editor', _id: 'yyy', name: 'John Doe'}]),	CODE
LOW	…c/core/studio/copyPaste/__test__/transferValue.test.ts	583	client: createMockClient([{_type: 'editor', _id: 'yyy', name: 'John Doe'}]),	CODE
LOW	…c/core/studio/copyPaste/__test__/transferValue.test.ts	672	client: createMockClient([{_type: 'editor', _id: 'yyy', name: 'John Doe'}]),	CODE
LOW	…anity/src/core/studio/copyPaste/__test__/mockClient.ts	61	// { _id: 'doc2', _type: 'author', name: 'John Doe' }	COMMENT
LOW	…c/core/studio/copyPaste/__test__/useCopyPaste.test.tsx	52	{_id: 'doc1', _type: 'author', name: 'John Doe'},	CODE
LOW	…c/core/studio/copyPaste/__test__/useCopyPaste.test.tsx	53	{_id: 'editor1', _type: 'editor', name: 'John Doe'},	CODE
LOW	…c/core/studio/copyPaste/__test__/useCopyPaste.test.tsx	1193	value: 'John Doe',	CODE
LOW	…udio/workspaces/__tests__/useVisibleWorkspaces.test.ts	71	email: 'admin@example.com',	CODE
LOW	…udio/workspaces/__tests__/useVisibleWorkspaces.test.ts	192	email: 'admin@example.com',	CODE
LOW	…spaceMatcher/__tests__/ActiveWorkspaceMatcher.test.tsx	63	email: 'test@test.com',	CODE
LOW	…ctiveWorkspaceMatcher/__tests__/matchWorkspace.test.ts	18	email: 'test@test.com',	CODE
LOW	…o/components/navbar/new-document/NewDocumentButton.tsx	149	'placeholder': placeholder,	CODE
LOW	…/new-document/__tests__/NewDocumentListOption.test.tsx	33	currentUser: {id: 'user1', name: 'Test User', email: 'test@test.com', role: '', roles: []},	CODE
LOW	…mponents/dialog/__tests__/ReleaseForm.browser.test.tsx	62	await expect.element(title).toHaveAttribute('placeholder', 'Untitled release')	CODE
45 more matches not shown…

Over-Commented Block107 hits · 107 pts

Severity	File	Line	Snippet	Context
LOW	…nity-ui-migration-progress/scripts/measure-progress.sh	1	#!/usr/bin/env bash	COMMENT
LOW	packages/@repo/pandacss/src/panda.css.d.ts	1	// The `types` condition of the `./panda.css` export: a side-effect import of the stylesheet	COMMENT
LOW	packages/@repo/package.bundle/src/package.bundle.ts	41	styles: 'panda' \| 'css-modules'	COMMENT
LOW	packages/@repo/debug-proxy/src/cli.ts	221	//	COMMENT
LOW	packages/@sanity/vision/src/styles.css.d.ts	1	// Type declarations for `styles.css`, so its side-effect import type-checks like the `bundle.css`	COMMENT
LOW	packages/@sanity/vision/src/hooks/useSavedQueries.ts	121	const [pendingSaves, setPendingSaves] = useState(0)	COMMENT
LOW	packages/@sanity/schema/example/test.js	21	assert.equal(person.fields[ADDRESS].name, 'address')	COMMENT
LOW	packages/@sanity/schema/example/test.js	41	// console.log(relation)	COMMENT
LOW	…es/@sanity/schema/src/sanity/validation/types/array.ts	41	return quote(value)	COMMENT
LOW	packages/@sanity/mutator/test/Matcher.test.ts	21		COMMENT
LOW	packages/sanity/panda.config.ts	1	import {defineConfig, type Config} from '@pandacss/dev'	COMMENT
LOW	packages/sanity/tsdown.config.ts	21	'dashboard.js',	COMMENT
LOW	packages/sanity/tsdown.config.ts	41	// the way the layers did and leaves every selector as specific as it was.	COMMENT
LOW	packages/sanity/test/vitest.setup.ts	1	// Support for @testing-library/jest-dom via vitest	COMMENT
LOW	packages/sanity/test/setup/idleCallback.ts	1	// Headless Chromium opens an idle period only after it has produced a frame.	COMMENT
LOW	packages/sanity/test/setup/browser.ts	1	// Browser test setup - runs in a real browser, so no need for	COMMENT
LOW	packages/sanity/test/setup/browser.ts	21	import {afterEach, beforeEach} from 'vitest'	COMMENT
LOW	packages/sanity/test/setup/browser.ts	41	//	COMMENT
LOW	packages/sanity/test/setup/browser.ts	61	//	COMMENT
LOW	packages/sanity/test/browser/testHelpers.ts	901	// Menus and listboxes (e.g. the comment mentions popover) are positioned	COMMENT
LOW	packages/sanity/test/browser/testHelpers.ts	961	// can open. Synthetic `mouseover` does not clear CSS `:hover`; only a	COMMENT
LOW	packages/sanity/test/descriptors/utils.ts	101	// Coerce titles which were added during extractManifestSchemaTypes. This can happen when the	COMMENT
LOW	…kages/sanity/src/core/studio/StudioLayoutComponent.tsx	121	tools,	COMMENT
LOW	…anity/src/core/studio/copyPaste/__test__/mockClient.ts	61	// { _id: 'doc2', _type: 'author', name: 'John Doe' }	COMMENT
LOW	packages/sanity/src/core/studio/workspaces/corsCheck.ts	81	.then((result) => {	COMMENT
LOW	…nity/src/core/studio/workspaces/WorkspacesProvider.tsx	161	// 2. invalid-session 401 → forced logout: only 401s the API explicitly	COMMENT
LOW	…nity/src/core/studio/workspaces/WorkspacesProvider.tsx	321	// `null` initial value (rather than undefined) so react-rx provides a	COMMENT
LOW	…/sanity/src/core/studio/screens/ConfigErrorsScreen.tsx	1	export function ConfigErrorsScreen() {	COMMENT
LOW	…/sanity/src/core/studio/screens/ConfigErrorsScreen.tsx	21	// <Card shadow={1}>	COMMENT
LOW	…dio/components/navbar/free-trial/FreeTrialProvider.tsx	41	// Allows us to override the current state of the trial to	COMMENT
LOW	packages/sanity/src/core/form/useDocumentForm.ts	401	const isLocked = editState.transactionSyncLock?.enabled	COMMENT
LOW	…c/core/form/studio/assetSourceMediaLibrary/uploader.ts	1	// The picker-mode uploader is generic (the mounted source component does the	COMMENT
LOW	…/form/studio/assetSourceMediaLibrary/shared/Dialog.tsx	1	// The dialog chrome moved to the generic federated asset-source module (it is	COMMENT
LOW	…Library/federated/FederatedMediaLibraryAssetSource.tsx	61	// files so the fallback resumes the whole batch; the Media Library	COMMENT
LOW	…anity/src/core/form/types/definitionExtensions.test.ts	21	// See: https://github.com/sanity-io/sanity/issues/6542	COMMENT
LOW	…src/core/form/inputs/ReferenceInput/ReferenceInput.tsx	101	// The strengthen-on-publish process is not necessary for documents inside a release, and in	COMMENT
LOW	…ext/_legacyDefaultParts/__tests__/BlockExtras.test.tsx	81	// <PortableTextInput	COMMENT
LOW	…ext/_legacyDefaultParts/__tests__/BlockExtras.test.tsx	101	// const block = await result.findByText('Lorem ipsum dolor sit amet', {exact: false})	COMMENT
LOW	…ts/PortableText/__tests__/Annotations.browser.test.tsx	541	// back into the DOM when the two differ, so an arrow key landing	COMMENT
LOW	…e/form/inputs/PortableText/hooks/useTrackFocusPath.tsx	61	selectionRef.current = selection	COMMENT
LOW	…e/form/inputs/PortableText/hooks/useTrackFocusPath.tsx	141	)	COMMENT
LOW	…src/core/form/inputs/PortableText/hooks/useHotKeys.tsx	41	// ptEditor: PortableTextEditor	COMMENT
LOW	…src/core/form/inputs/PortableText/hooks/useHotKeys.tsx	61	// onFocus([...focus.path, FOCUS_TERMINATOR])	COMMENT
LOW	…anity/src/core/form/inputs/NumberInput/NumberInput.tsx	21		COMMENT
LOW	packages/sanity/src/core/config/prepareConfig.tsx	281	const brokeredSourcesEnabled = federatedSourcesConfig?.enabled === true	COMMENT
LOW	…ages/sanity/src/core/divergence/divergenceNavigator.ts	181	if (!advancedVersionControlEnabled) {	COMMENT
LOW	packages/sanity/src/core/field/types.ts	181	* Schema	COMMENT
LOW	packages/sanity/src/core/field/types.ts	201	// export interface ArraySchemaType<V = unknown> extends BaseArraySchemaType {	COMMENT
LOW	…ty/src/core/components/popoverDialog/PopoverDialog.tsx	61	// Set focus to the reference element when closing	COMMENT
LOW	packages/sanity/src/core/hooks/useValidationStatus.ts	21	)	COMMENT
LOW	packages/sanity/src/core/hooks/useDocumentSyncState.ts	121		COMMENT
LOW	…es/sanity/src/core/store/grants/templatePermissions.ts	61	return defer(() => {	COMMENT
LOW	…ty/src/core/store/auth/legacy/createLegacyAuthStore.ts	921	// Behavior parity: logout has always hit /auth/logout with the client	COMMENT
LOW	…re/auth/legacy/__tests__/createLegacyAuthStore.test.ts	561	// and shouldn't broadcast unauthenticated values that would poison	COMMENT
LOW	…re/auth/legacy/__tests__/createLegacyAuthStore.test.ts	621	// broadcast `authenticated: false` via the shared cookieAuthState	COMMENT
LOW	…re/auth/legacy/__tests__/createLegacyAuthStore.test.ts	761	})	COMMENT
LOW	…re/auth/legacy/__tests__/createLegacyAuthStore.test.ts	841	it('transitions to unauthenticated when /auth/logout itself 401s on a middleware-bearing client', async () => {	COMMENT
LOW	…/src/core/store/document/document-pair/checkoutPair.ts	321	map((result): CommitAttemptResult => ({type: 'success', result})),	COMMENT
LOW	…core/store/document/document-pair/checkoutPair.test.ts	201	// channel (`request.failure` → retry, or `request.cancel` → terminal reset),	COMMENT
LOW	…ore/store/document/document-pair/operations/helpers.ts	101	unpublish: wrap('unpublish', serverUnpublish, args),	COMMENT
47 more matches not shown…

Structural Annotation Overuse41 hits · 74 pts

Severity	File	Line	Snippet	Context
LOW⚡	…ents/skills/playwright-cli/references/storage-state.md	235	# Step 1: Login and save state	COMMENT
LOW⚡	…ents/skills/playwright-cli/references/storage-state.md	245	# Step 2: Later, restore state and skip login	COMMENT
LOW⚡	…laywright-best-practices/core/projects-dependencies.md	172	// Step 1: Database setup	COMMENT
LOW⚡	…laywright-best-practices/core/projects-dependencies.md	178	// Step 2: Auth setup (needs DB)	COMMENT
LOW⚡	…laywright-best-practices/core/projects-dependencies.md	185	// Step 3: Seed data (needs auth)	COMMENT
LOW⚡	…ywright-best-practices/testing-patterns/api-testing.md	467	// Step 1: Create a product	COMMENT
LOW⚡	…ywright-best-practices/testing-patterns/api-testing.md	474	// Step 2: Create a cart	COMMENT
LOW⚡	…ywright-best-practices/testing-patterns/api-testing.md	482	// Step 3: Checkout	COMMENT
LOW	…ywright-best-practices/testing-patterns/api-testing.md	498	// Step 4: Verify order in list	COMMENT
LOW	…ywright-best-practices/testing-patterns/api-testing.md	503	// Step 5: Verify stock decreased	COMMENT
LOW	…skills/migrate-styled-components-to-panda-css/SKILL.md	34	## Step 1: Inventory	COMMENT
LOW	…skills/migrate-styled-components-to-panda-css/SKILL.md	54	## Step 2: Migrate the code	COMMENT
LOW	…skills/migrate-styled-components-to-panda-css/SKILL.md	275	## Step 3: Verify	COMMENT
LOW	…kills/rxjs-like-a-pro/references/massive-observable.md	55	// Step 1: small Observable constructor — bridges EventSource and nothing else	COMMENT
LOW	…kills/rxjs-like-a-pro/references/massive-observable.md	65	// Step 2: compose everything with operators	COMMENT
LOW	.agents/skills/find-skills/SKILL.md	36	### Step 1: Understand What They Need	COMMENT
LOW	.agents/skills/find-skills/SKILL.md	44	### Step 2: Search for Skills	COMMENT
LOW	.agents/skills/find-skills/SKILL.md	67	### Step 3: Present Options to the User	COMMENT
LOW	.agents/skills/find-skills/SKILL.md	87	### Step 4: Offer to Install	COMMENT
LOW	.agents/skills/code-review-and-quality/SKILL.md	120	### Step 1: Understand the Context	COMMENT
LOW	.agents/skills/code-review-and-quality/SKILL.md	130	### Step 2: Review the Tests First	COMMENT
LOW	.agents/skills/code-review-and-quality/SKILL.md	142	### Step 3: Review the Implementation	COMMENT
LOW	.agents/skills/code-review-and-quality/SKILL.md	155	### Step 4: Categorize Findings	COMMENT
LOW	.agents/skills/code-review-and-quality/SKILL.md	169	### Step 5: Verify the Verification	COMMENT
LOW	.agents/skills/code-simplification/SKILL.md	110	### Step 1: Understand Before Touching (Chesterton's Fence)	COMMENT
LOW	.agents/skills/code-simplification/SKILL.md	126	### Step 2: Identify Simplification Opportunities	COMMENT
LOW	.agents/skills/code-simplification/SKILL.md	160	### Step 3: Apply Changes Incrementally	COMMENT
LOW	.agents/skills/code-simplification/SKILL.md	176	### Step 4: Verify the Result	COMMENT
LOW	.agents/skills/performance-optimization/SKILL.md	40	### Step 1: Measure	COMMENT
LOW	.agents/skills/performance-optimization/SKILL.md	101	### Step 2: Identify the Bottleneck	COMMENT
LOW	.agents/skills/performance-optimization/SKILL.md	123	### Step 3: Fix Common Anti-Patterns	COMMENT
LOW⚡	examples/functions/klaviyo-campaign-send/README.md	403	### Step 1: Content Creation	COMMENT
LOW⚡	examples/functions/klaviyo-campaign-send/README.md	407	### Step 2: Campaign Creation	COMMENT
LOW⚡	examples/functions/klaviyo-campaign-send/README.md	411	### Step 3: Campaign Review	COMMENT
LOW⚡	examples/functions/klaviyo-campaign-send/README.md	415	### Step 4: Campaign Send	COMMENT
LOW	…y/src/core/preview/components/SanityDefaultPreview.tsx	121	// NOTE: This function exists because the previews provides options	COMMENT
LOW⚡	…core/store/document/document-pair/checkoutPair.test.ts	2047	// Step 1: Mutate the draft — this sets firstMutationReceivedAt	COMMENT
LOW⚡	…core/store/document/document-pair/checkoutPair.test.ts	2050	// Step 2: Advance time significantly (simulating a long gap before reconnection)	COMMENT
LOW⚡	…core/store/document/document-pair/checkoutPair.test.ts	2053	// Step 3: Inject a snapshot event — simulates reconnection resetting the document	COMMENT
LOW⚡	…core/store/document/document-pair/checkoutPair.test.ts	2061	// Step 4: Fresh commit subject for the new mutation	COMMENT
LOW⚡	…core/store/document/document-pair/checkoutPair.test.ts	2065	// Step 5: Mutate again AFTER the snapshot and commit	COMMENT

AI Slop Vocabulary14 hits · 40 pts

Severity	File	Line	Snippet	Context
MEDIUM	…sanity/src/core/studio/__tests__/AuthBoundary.test.tsx	491	// We filter mock calls to the event under test so the assertions are robust	COMMENT
MEDIUM	…src/core/scheduled-publishing/utils/getErrorMessage.ts	5	// this is used in place of `instanceof` so the matching can be more robust and	COMMENT
MEDIUM	packages/sanity/src/core/hooks/useTimeZone.tsx	410	// this is used in place of `instanceof` so the matching can be more robust and	COMMENT
MEDIUM	…omponents/confirmDeleteDialog/useReferringDocuments.ts	24	// this is used in place of `instanceof` so the matching can be more robust and	COMMENT
MEDIUM	.github/workflows/release-latest.yml	214	# lockfile and packs it for HEAD's harness. It is for trees that no longer	COMMENT
LOW	.github/workflows/test.yml	7	# just add labeling to allow for full test suite running	COMMENT
MEDIUM	.github/workflows/bench.yml	15	# report neutral, anything else is a harness bug (flake resistance rule 6)	COMMENT
MEDIUM	.github/workflows/bench.yml	70	# worktree of HEAD's harness against the packed result	COMMENT
MEDIUM	.github/workflows/bench.yml	115	# product diffs as harness drift	COMMENT
MEDIUM	.github/workflows/bench.yml	148	# from a branch carrying a newer harness): the tag's commit is	COMMENT
MEDIUM	.github/workflows/bench.yml	187	# historical commit's packages (with HEAD's harness) instead of	COMMENT
MEDIUM	.github/workflows/bench.yml	278	# reference outright (keyed on merge-base sha + harness sources).	COMMENT
MEDIUM	.github/workflows/bench.yml	298	# The reference build is the same harness + scenarios (checked out	COMMENT
MEDIUM	.github/workflows/bench.yml	754	# improvement - a decided verdict here is harness drift and fails this job	COMMENT

Hallucination Indicators3 hits · 30 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ity/src/core/comments/utils/buildCommentThreadItems.ts	79	parentComment.target.path.selection.value.some((v) => v.text),	CODE
CRITICAL	…/src/core/comments-v2/utils/buildCommentThreadItems.ts	100	parentComment.target.path.selection.value.some((v) => hasMarkedFragment(v.text)),	CODE
CRITICAL	e2e/scripts/flakeReport/classify.test.ts	114	report.network.requestHistory.sessionSummary.buckets.push({	CODE

Decorative Section Separators7 hits · 21 pts

Severity	File	Line	Snippet	Context
MEDIUM	dev/auth-test-studio/sanity.config.ts	4	// ── Environment toggle ──────────────────────────────────────────────────────	COMMENT
MEDIUM	dev/auth-test-studio/sanity.config.ts	8	// ── Shared config ───────────────────────────────────────────────────────────	COMMENT
MEDIUM	dev/auth-test-studio/sanity.config.ts	22	// ── Project configs per environment ─────────────────────────────────────────	COMMENT
MEDIUM	dev/auth-test-studio/sanity.config.ts	36	// ── SSO provider ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	dev/auth-test-studio/sanity.config.ts	51	// ── Workspace definitions ───────────────────────────────────────────────────	COMMENT
MEDIUM	e2e/tests/auth/dualAuth.spec.ts	26	// ── Cookie-first path (default dual behavior) ──────────────────────────────	COMMENT
MEDIUM	e2e/tests/auth/dualAuth.spec.ts	111	// ── Token-fallback path ─────────────────────────────────────────────────────	COMMENT

Magic Placeholder Names3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	examples/functions/klaviyo-campaign-send/README.md	372	- Solution: Add `KLAVIYO_API_KEY=your-api-key` to your `.env` file	CODE
HIGH	examples/functions/social-media-crosspost/README.md	224	DEVTO_API_KEY=your-api-key	CODE
HIGH	examples/functions/klaviyo-campaign-create/README.md	379	- Solution: Add `KLAVIYO_API_KEY=your-api-key` to your `.env` file	CODE

Verbosity Indicators6 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	…anity/src/core/form/inputs/ObjectInput/ObjectInput.tsx	94	// Since the focus event will bubble up to the wrapper, we need to check if the object input is the actual target	COMMENT
LOW⚡	…core/store/document/document-pair/checkoutPair.test.ts	2047	// Step 1: Mutate the draft — this sets firstMutationReceivedAt	COMMENT
LOW⚡	…core/store/document/document-pair/checkoutPair.test.ts	2050	// Step 2: Advance time significantly (simulating a long gap before reconnection)	COMMENT
LOW⚡	…core/store/document/document-pair/checkoutPair.test.ts	2053	// Step 3: Inject a snapshot event — simulates reconnection resetting the document	COMMENT
LOW⚡	…core/store/document/document-pair/checkoutPair.test.ts	2061	// Step 4: Fresh commit subject for the new mutation	COMMENT
LOW⚡	…core/store/document/document-pair/checkoutPair.test.ts	2065	// Step 5: Mutate again AFTER the snapshot and commit	COMMENT

TODO Padding3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…ty/src/core/studio/workspaceLoader/WorkspaceLoader.tsx	153	// TODO: implement this	COMMENT
LOW	…ty/src/core/studio/workspaceLoader/WorkspaceLoader.tsx	156	//TODO: implement config error screen - a story has been created for this	COMMENT
LOW	…/sanity/src/core/store/events/getDocumentAtRevision.ts	89	// TODO: Handle error	COMMENT

Example Usage Blocks2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	packages/@sanity/types/src/schema/define.ts	336	* ## Example usage	COMMENT
LOW	…anity/src/core/studio/copyPaste/__test__/mockClient.ts	58	// Example usage:	COMMENT

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/typedoc.yml	66	# Check if the file was generated successfully	COMMENT
LOW	.github/actions/check-path-only/action.yml	57	# Check if all changed files are in the specified path	COMMENT

Modern AI Meta-Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	…skills/playwright-best-practices/core/configuration.md	18	npx playwright init # scaffold config + first test	CODE

sanity-io/sanity

Open-Source Code Quality, Security and Technical Debt Review