0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

16.0K

Stars

TypeScript

Language

706.6K

Lines of Code

6.8K

Files

502

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 2.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 276 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.7/100 · LOW

Are imports declared and package/API names verified? 214 finding(s).

Agent Over-Engineering Ratio 1.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 215 finding(s).

PR Review Velocity Impact 3.8/100 · LOW

Which changes need focused human review? 502 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 2HIGH 0MEDIUM 17LOW 483

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 502 distinct pattern matches across 11 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.

Fake / Example Data212 hits · 228 pts

Severity	File	Line	Snippet	Context
LOW	examples/s2-next-macros/src/app/Lazy.js	307	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-next-macros/src/app/Lazy.js	307	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-next-macros/src/app/Lazy.js	343	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-next-macros/src/app/Lazy.js	343	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-parcel-example/src/Lazy.js	293	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-parcel-example/src/Lazy.js	293	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-parcel-example/src/Lazy.js	329	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-parcel-example/src/Lazy.js	329	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/rsp-next-ts-17/pages/api/hello.ts	9	res.status(200).json({name: 'John Doe'});	CODE
LOW	examples/s2-webpack-5-typescript-example/src/Lazy.tsx	291	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-webpack-5-typescript-example/src/Lazy.tsx	291	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-webpack-5-typescript-example/src/Lazy.tsx	327	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-webpack-5-typescript-example/src/Lazy.tsx	327	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/rsp-next-ts/pages/api/hello.ts	9	res.status(200).json({name: 'John Doe'});	CODE
LOW	examples/s2-webpack-5-example/src/Lazy.js	293	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-webpack-5-example/src/Lazy.js	293	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-webpack-5-example/src/Lazy.js	329	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-webpack-5-example/src/Lazy.js	329	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-vite-project/src/Lazy.tsx	293	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-vite-project/src/Lazy.tsx	293	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-vite-project/src/Lazy.tsx	329	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	examples/s2-vite-project/src/Lazy.tsx	329	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	packages/react-aria-components/test/DateField.test.js	93	className={({isPlaceholder}) => `segment ${isPlaceholder ? 'placeholder' : ''}`}	CODE
LOW	packages/react-aria-components/test/TimeField.test.js	85	className={({isPlaceholder}) => `segment ${isPlaceholder ? 'placeholder' : ''}`}	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	402	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	402	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	406	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	406	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	410	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	410	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	414	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	414	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	418	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	418	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	422	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	422	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	426	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	426	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	430	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	430	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	436	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	436	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	440	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	440	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	446	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	446	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	452	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…kages/react-aria-components/stories/Select.stories.tsx	452	Lorem ipsum dolor sit amet consectetur adipisicing elit. Error voluptatibus esse qui enim	CODE
LOW⚡	…ages/react-aria-components/stories/ListBox.stories.tsx	660	let lorem = 'Lorem ipsum dolor sit amet, consectetur adipiscing elit.'.split(' ');	CODE
LOW⚡	…ages/react-aria-components/stories/ListBox.stories.tsx	660	let lorem = 'Lorem ipsum dolor sit amet, consectetur adipiscing elit.'.split(' ');	CODE
LOW	packages/react-aria-components/src/SearchField.tsx	84	\| 'placeholder'	CODE
LOW	packages/react-aria-components/src/ColorField.tsx	97	\| 'placeholder'	CODE
LOW	packages/react-aria-components/src/ComboBox.tsx	101	\| 'placeholder'	CODE
LOW	packages/react-aria-components/src/NumberField.tsx	78	\| 'placeholder'	CODE
LOW	packages/react-aria-components/src/TextField.tsx	74	\| 'placeholder'	CODE
LOW	packages/react-stately/src/layout/TableLayout.ts	449	case 'placeholder':	CODE
LOW	packages/react-stately/src/table/TableCollection.ts	121	type: 'placeholder',	CODE
LOW	packages/react-stately/src/table/TableCollection.ts	165	type: 'placeholder',	CODE
LOW⚡	packages/@react-spectrum/s2/chromatic/Toast.stories.tsx	89	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore mag	CODE
LOW⚡	packages/@react-spectrum/s2/chromatic/Toast.stories.tsx	89	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore mag	CODE
152 more matches not shown…

Hyper-Verbose Identifiers203 hits · 203 pts

Severity	File	Line	Snippet	Context
LOW	vitest.browser.config.ts	60	function illustrationResolverPlugin(): Plugin {	CODE
LOW	starters/docs/src/NavigationTree.tsx	34	export function NavigationTreeItemContent(props: {children?: React.ReactNode}) {	CODE
LOW	starters/tailwind/src/NavigationTree.tsx	105	export function NavigationTreeItemContent(props: {children?: React.ReactNode}) {	CODE
LOW	rfcs/2020-v3-dnd.md	283	declare function useDraggableCollectionState(props: DraggableCollectionOptions): DraggableCollectionState;	CODE
LOW	rfcs/2020-v3-dnd.md	384	declare function useDroppableCollectionState(options: DroppableCollectionStateOptions): DroppableCollectionState;	CODE
LOW	scripts/compareAPIs.js	238	function followInvertedDependencies(iname, deps) {	CODE
LOW	scripts/buildI18n.js	112	function createLocalizedStringDictionary(packages) {	CODE
LOW	scripts/buildI18n.js	167	export declare function createLocalizedStringDictionary(packages: string[]): LocalizedStringDictionary;	CODE
LOW	packages/react-aria-components/test/ListBox.test.js	1712	function VirtualizedDraggableListBox() {	CODE
LOW	packages/react-aria-components/test/Disclosure.test.js	492	function ControlledDisclosureGroup() {	CODE
LOW	…ges/react-aria-components/test/NavigationTree.test.tsx	54	function ThreeLevelNavigationTreeExample(props: Partial<NavigationTreeProps<unknown>>) {	CODE
LOW	…ges/react-aria-components/test/NavigationTree.test.tsx	89	function NoLinkActionMenuNavigationTreeExample(props: Partial<NavigationTreeProps<unknown>>) {	CODE
LOW	…ges/react-aria-components/test/NavigationTree.test.tsx	115	function NoHrefLinkNavigationTreeExample(props: Partial<NavigationTreeProps<unknown>>) {	CODE
LOW	…ges/react-aria-components/test/NavigationTree.test.tsx	137	function SectionNavigationTreeExample(props: Partial<NavigationTreeProps<unknown>>) {	CODE
LOW	packages/react-aria-components/test/NumberField.test.js	615	function NumberFieldDisabledButtons({label}) {	CODE
LOW	…-aria-components/test/utils/tokenFieldBrowserUtils.tsx	211	export async function renderControlledTokenField(	CODE
LOW	…ges/react-aria-components/stories/Calendar.stories.tsx	119	function CalendarMultiMonthExample(args) {	CODE
LOW	packages/react-aria-components/stories/Menu.stories.tsx	476	function MenuItemWithCustomElement(props: MenuItemProps) {	CODE
LOW	packages/react-aria-components/stories/Menu.stories.tsx	575	function UnavailableMenuItemTrigger(props: {isUnavailable?: boolean; children: ReactElement[]}) {	CODE
LOW	…kages/react-aria-components/stories/Button.stories.tsx	107	function PendingButtonTooltipExample(props) {	CODE
LOW	…ages/react-aria-components/stories/Popover.stories.tsx	182	function PopoverArrowBoundaryOffsetExampleRender({	CODE
LOW	…ages/react-aria-components/stories/Popover.stories.tsx	538	function ScrollingBoundaryContainerExample(args) {	CODE
LOW	packages/react-aria-components/stories/Tree.stories.tsx	1385	function MultiLoaderTreeUseAsyncList(args) {	CODE
LOW	packages/react-aria-components/stories/Tree.stories.tsx	1720	function TreeDragAndDropVirtualizedRender(args) {	CODE
LOW	packages/react-aria-components/stories/Tree.stories.tsx	2073	export function VirtualizedTreeInShadowDOM(props: TreeProps<ITreeItem>) {	CODE
LOW	…ges/react-aria-components/stories/GridList.stories.tsx	346	export function VirtualizedGridListSection() {	CODE
LOW	…ges/react-aria-components/stories/GridList.stories.tsx	690	function AsyncGridListVirtualizedRender(props: {delay: number}): JSX.Element {	CODE
LOW	…ges/react-aria-components/stories/GridList.stories.tsx	837	function GridListInModalPickerRender(props: ModalOverlayProps): JSX.Element {	CODE
LOW	…ges/react-aria-components/stories/GridList.stories.tsx	912	function AsyncGridListGridVirtualizedRender(props: AsyncGridListGridVirtualizedRenderProps) {	CODE
LOW	…ges/react-aria-components/stories/GridList.stories.tsx	1194	function VirtualizedDisplayNoneToggleRender() {	CODE
LOW	…kages/react-aria-components/stories/Select.stories.tsx	260	function AsyncVirtualizedCollectionRenderSelectRender(args: {delay: number}): JSX.Element {	CODE
LOW	…ages/react-aria-components/stories/ListBox.stories.tsx	502	function VirtualizedListBoxDndRender(args): JSX.Element {	CODE
LOW	…ages/react-aria-components/stories/ListBox.stories.tsx	577	function VirtualizedListBoxGridExample({	CODE
LOW⚡	…ages/react-aria-components/stories/ListBox.stories.tsx	667	function VirtualizedListBoxWaterfallExample({	CODE
LOW	…react-aria-components/stories/Autocomplete.stories.tsx	913	export function AutocompleteWithExtraButtons(): React.ReactElement {	CODE
LOW	…react-aria-components/stories/Autocomplete.stories.tsx	1281	function AutocompleteNodeFiltering(args) {	CODE
LOW	…ckages/react-aria-components/stories/Table.stories.tsx	666	function DndTableWithNoValidDropTargetsRender(): JSX.Element {	CODE
LOW	…ckages/react-aria-components/stories/Table.stories.tsx	1113	function VirtualizedTableWithEmptyState(args: {	CODE
LOW	…ages/react-aria-components/stories/Tooltip.stories.tsx	92	function TooltipArrowBoundaryOffsetExampleRender(args: {	CODE
LOW	…ckages/react-aria-components/stories/Modal.stories.tsx	224	function DateRangePickerInsideModal() {	CODE
LOW	packages/react-aria-components/src/GridList.tsx	738	function GridListDropIndicatorWrapper(props: DropIndicatorProps, ref: ForwardedRef<HTMLElement>) {	CODE
LOW	packages/react-aria-components/src/ListBox.tsx	662	function ListBoxDropIndicatorWrapper(props: DropIndicatorProps, ref: ForwardedRef<HTMLElement>) {	CODE
LOW	packages/react-aria-components/src/NavigationTree.tsx	400	export function NavigationTreeItemContent(props: NavigationTreeItemContentProps): ReactNode {	CODE
LOW	packages/react-aria-components/src/NavigationTree.tsx	421	function NavigationTreeItemContentInner(props: NavigationTreeItemContentInnerProps): ReactNode {	CODE
LOW	packages/react-aria-components/src/useDragAndDrop.tsx	167	hooks.useDraggableCollectionState = function useDraggableCollectionStateOverride(	CODE
LOW	packages/react-aria-components/src/useDragAndDrop.tsx	186	hooks.useDroppableCollectionState = function useDroppableCollectionStateOverride(	CODE
LOW	packages/react-aria-components/src/useDragAndDrop.tsx	194	hooks.useDroppableCollection = function useDroppableCollectionOverride(	CODE
LOW	packages/react-aria-components/src/Virtualizer.tsx	216	function renderDropIndicatorWrapper(	CODE
LOW	packages/react-aria-components/src/Table.tsx	1055	let TableHeaderRowElementType = forwardRef(function TableHeaderRowElementType(	CODE
LOW	packages/react-aria-components/src/Table.tsx	2204	function TableDropIndicatorWrapper(props: DropIndicatorProps, ref: ForwardedRef<HTMLElement>) {	CODE
LOW	packages/react-aria-components/src/Table.tsx	2243	let TableDropIndicatorRowElementType = forwardRef(function TableDropIndicatorRowElementType(	CODE
LOW	packages/react-aria-components/src/Table.tsx	2253	let TableDropIndicatorTDElementType = forwardRef(function TableDropIndicatorTDElementType(	CODE
LOW	packages/react-aria-components/src/Modal.tsx	210	function ModalOverlayWithForwardRef(props: ModalOverlayProps, ref: ForwardedRef<HTMLDivElement>) {	CODE
LOW	packages/react-aria-components/src/Collection.tsx	241	export function renderAfterDropIndicators(	CODE
LOW	packages/@internationalized/date/src/queries.ts	161	export function isLocalTimeZoneOverridden(): boolean {	CODE
LOW	packages/@internationalized/date/src/DateFormatter.ts	166	function hasBuggyResolvedHourCycle() {	CODE
LOW	…ct-stately/test/tooltip/useTooltipTriggerState.test.js	304	function TooltipTriggerWithDoubleOpen(props) {	CODE
LOW	…s/react-stately/src/dnd/useDroppableCollectionState.ts	66	export function useDroppableCollectionState(	CODE
LOW	…s/react-stately/src/color/useColorChannelFieldState.ts	30	export function useColorChannelFieldState(	CODE
LOW	…act-stately/src/selection/useMultipleSelectionState.ts	60	export function useMultipleSelectionState(	CODE
143 more matches not shown…

Over-Commented Block57 hits · 57 pts

Severity	File	Line	Snippet	Context
LOW	jest.config.js	21	// bail: 0,	COMMENT
LOW	jest.config.js	41	// An array of regexp pattern strings used to skip coverage collection	COMMENT
LOW	jest.config.js	61		COMMENT
LOW	jest.config.js	181		COMMENT
LOW	tsconfig.build.json	1	{	COMMENT
LOW	tsconfig.json	1	{	COMMENT
LOW	examples/rsp-next-ts-17/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	examples/remix/env.d.ts	1	/// <reference types="@remix-run/node" />	COMMENT
LOW	examples/rsp-next-ts/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	scripts/verdaccio-seed.js	1	#!/usr/bin/env node	COMMENT
LOW	scripts/icon-builder-fixture/tsconfig.json	1	{	COMMENT
LOW	…ages/react-aria-components/test/AriaMenu.test-util.tsx	901	// TODO: long press might be implementation specific, better to test in S2 and RAC separately, also hard because i d	COMMENT
LOW	…ct-aria-components/test/AriaAutocomplete.test-util.tsx	21		COMMENT
LOW	…ct-aria-components/test/AriaAutocomplete.test-util.tsx	41	// needs a controlled input element and the same collection items as the standard renderer. Should default to an emp	COMMENT
LOW	…s/@internationalized/date/scripts/generate-umalqura.js	21	// "0110 1101 0100", "0110 1110 1010", "0011 0110 1100", "1010 1010 1101", "0101 0101 0101",	COMMENT
LOW	…s/@internationalized/date/scripts/generate-umalqura.js	41	//* 1338 -1342 */	COMMENT
LOW	…s/@internationalized/date/scripts/generate-umalqura.js	61	0x05ca, 0x0ad6, 0x0957, 0x04ab, 0x094b,	COMMENT
LOW	…s/@internationalized/date/scripts/generate-umalqura.js	81	// "1110 1100 1001", "0110 1101 0100", "1010 1110 1001", "1001 0110 1011", "0100 1010 1011",	COMMENT
LOW	…s/@internationalized/date/scripts/generate-umalqura.js	101	//* 1438 -1442 */	COMMENT
LOW	…s/@internationalized/date/scripts/generate-umalqura.js	121	0x05aa, 0x05b5, 0x02da, 0x095b, 0x04ad,	COMMENT
LOW	…s/@internationalized/date/scripts/generate-umalqura.js	141	// "1010 1010 0101", "1011 0101 0010", "1011 0110 1001", "0101 0111 0101", "0001 0111 0110", "1000 1011 0111", "0010 0	COMMENT
LOW	packages/@internationalized/date/src/DateFormatter.ts	101	// There are multiple bugs involving the hour12 and hourCycle options in various browser engines.	COMMENT
LOW	…s/@react-spectrum/s2/chromatic/ColorSlider.stories.tsx	161	// name: 'custom height',	COMMENT
LOW	packages/@react-spectrum/s2/style/runtime.ts	21	// type UnboxIntersection<T> = T extends { 0: infer U } ? U : never;	COMMENT
LOW	packages/@react-spectrum/s2/src/Popover.tsx	221	// : children;	COMMENT
LOW	packages/@react-spectrum/s2/src/TableView.tsx	1981	type: 'color',	COMMENT
LOW	packages/@react-spectrum/s2/src/Switch.tsx	181	// In the default state, the handle is 8px smaller than the track. When selected it grows to 6px smaller than the trac	COMMENT
LOW	packages/@react-spectrum/s2/src/Fonts.tsx	21	let preloads = {	COMMENT
LOW	packages/@react-spectrum/ai/stories/prose.stories.tsx	141	// Margin visualizer (story-only debugging tool)	COMMENT
LOW	packages/@react-spectrum/ai/src/loader/data.ts	801	// ─────────────────────────────────────────────────────────────	COMMENT
LOW	…ckages/react-aria/test/utils/shadowTreeWalker.test.tsx	361	// let user;	COMMENT
LOW	…ckages/react-aria/test/utils/shadowTreeWalker.test.tsx	381	// await user.click(target);	COMMENT
LOW	…ckages/react-aria/test/utils/shadowTreeWalker.test.tsx	401	// await user.click(target);	COMMENT
LOW	…ages/react-aria/src/interactions/useInteractOutside.ts	141	// When the event source is inside a Shadow DOM, event.target is just the shadow root.	COMMENT
LOW	packages/react-aria/src/interactions/useFocusVisible.ts	121	// When the window regains focus, the browser restores focus to the element that was focused	COMMENT
LOW	packages/react-aria/src/interactions/useContextMenu.ts	41	// How to trigger context menu events on various platforms:	COMMENT
LOW	packages/react-aria/src/overlays/usePreventScroll.ts	81	? setStyle(document.documentElement, 'scrollbar-gutter', 'stable')	COMMENT
LOW	packages/react-aria/src/overlays/usePreventScroll.ts	101	//	COMMENT
LOW	…ages/react-aria/src/textfield/useFormattedTextField.ts	141	let compositionStartState = useRef<{	COMMENT
LOW	packages/react-aria/src/collections/Document.ts	21	// Portal to a fake DOM implementation. This gives us efficient access to the tree of rendered objects, and	COMMENT
LOW	packages/react-aria/src/numberfield/useNumberField.ts	361	// keyboard does not appear and the screen reader cursor is not moved off the button.	COMMENT
LOW	…ges/@adobe/spectrum-css-builder-temp/css/processors.js	21	// tokenName = tokenName.replace('.spectrum--', '');	COMMENT
LOW	…ges/@adobe/spectrum-css-builder-temp/css/processors.js	41	// }	COMMENT
LOW	…ges/@adobe/spectrum-css-builder-temp/css/processors.js	61	// color: var(--spectrum-${tokenName}-text-color);	COMMENT
LOW	…ges/@adobe/spectrum-css-builder-temp/css/processors.js	101	}	COMMENT
LOW	…ages/@adobe/react-spectrum/test/table/TableDnd.test.js	1861	// dropOperation: 'move',	COMMENT
LOW	…t-spectrum/stories/breadcrumbs/Breadcrumbs.stories.tsx	141	// 'last item Heading, size: S',	COMMENT
LOW	…t-spectrum/stories/breadcrumbs/Breadcrumbs.stories.tsx	161	// function renderHeading(props = {}) {	COMMENT
LOW	packages/dev/parcel-reporter-turbosnap-stats/helpers.ts	141		COMMENT
LOW	packages/dev/s2-docs/src/CodePlatter.tsx	361	return res;	COMMENT
LOW	packages/dev/s2-docs/src/CodePlatter.tsx	441	// <ButtonGroup>	COMMENT
LOW	…es/dev/style-macro-chrome-plugin/src/content-script.js	41	// No longer need to listen for get-macro requests or manage cleanup	COMMENT
LOW	…dev/codemods/src/s1-to-s2/__tests__/radiogroup.test.ts	61		COMMENT
LOW	.storybook-s2/main.ts	1	import type {StorybookConfig} from 'storybook/internal/types';	COMMENT
LOW	.storybook-s2/main.ts	41	sidebarOnboardingChecklist: false	COMMENT
LOW	.storybook-s2/docs/highlight.js	1	// const treeSitter = require('tree-sitter-highlight');	COMMENT
LOW	.storybook-s2/docs/highlight.js	21	// color: ${colorToken('pink-1000')}	COMMENT

Decorative Section Separators12 hits · 36 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/@react-spectrum/ai/src/loader/data.ts	30	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/@react-spectrum/ai/src/loader/data.ts	32	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/@react-spectrum/ai/src/loader/data.ts	48	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/@react-spectrum/ai/src/loader/data.ts	50	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/@react-spectrum/ai/src/loader/data.ts	801	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/@react-spectrum/ai/src/loader/data.ts	812	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/@react-spectrum/ai/src/loader/data.ts	854	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/@react-spectrum/ai/src/loader/data.ts	856	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/@react-spectrum/ai/src/loader/data.ts	1012	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/@react-spectrum/ai/src/loader/data.ts	1015	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/@react-spectrum/ai/src/loader/react.tsx	86	// ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/@react-spectrum/ai/src/loader/react.tsx	91	// ─────────────────────────────────────────────────────────────	COMMENT

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	packages/dev/style-macro-chrome-plugin/src/devtool.js	243	chrome.devtools.panels.elements.onSelectionChanged.addListener(() => {	CODE
CRITICAL	…odemods/src/s1-to-s2/src/codemods/shared/transforms.ts	672	path.parentPath.node.openingElement.attributes.push(	CODE

Structural Annotation Overuse9 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW⚡	scripts/weekly-api-diff/prompt.md	12	## Step 1: Get today's date	COMMENT
LOW⚡	scripts/weekly-api-diff/prompt.md	20	## Step 2: Pull latest main	COMMENT
LOW⚡	scripts/weekly-api-diff/prompt.md	28	## Step 3: Build current API snapshot	COMMENT
LOW⚡	scripts/weekly-api-diff/prompt.md	37	## Step 4: Build release baseline (if not already built)	COMMENT
LOW	scripts/weekly-api-diff/prompt.md	55	## Step 5: Generate the diff text	COMMENT
LOW	scripts/weekly-api-diff/prompt.md	64	## Step 6: Detect new release and compute week-to-week delta	COMMENT
LOW	scripts/weekly-api-diff/prompt.md	91	## Step 7: Commit and push	COMMENT
LOW	scripts/weekly-api-diff/prompt.md	112	## Step 8: Summarize	COMMENT
LOW	scripts/weekly-api-diff/prompt.md	139	## Step 9: Post to Slack	COMMENT

AI Slop Vocabulary3 hits · 7 pts

Severity	File	Line	Snippet	Context
MEDIUM	…eact-spectrum/s2/test/DateRangePicker.browser.test.tsx	42	// Match on the date portion of a day cell's aria-label so the query is robust to the weekday	COMMENT
MEDIUM	packages/dev/s2-docs/pages/s2/home/app/topics.json	3998	"self": "https://api.unsplash.com/illustrations/seamless-pattern-of-overlapping-pink-scales-hzYq_VU1iLU",	CODE
MEDIUM	packages/dev/s2-docs/pages/s2/home/app/topics.json	3999	"html": "https://unsplash.com/illustrations/seamless-pattern-of-overlapping-pink-scales-hzYq_VU1iLU",	CODE

Modern AI Meta-Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	AGENTS.md	14	## Toolchain guardrails	COMMENT

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/@react-spectrum/s2/src/SideNav.tsx	645	// For some reason I'm unable to use a ViewTransition component directly here. Not sure why	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	…ages/dev/codemods/src/s1-to-s2/src/codemods/codemod.ts	356	// TODO: implement this. could be a bit challenging. punting for now.	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	examples/remix/app/entry.server.tsx	11	export default function handleRequest(	CODE

adobe/react-spectrum

Open-Source Code Quality, Security and Technical Debt Review