1.0

Adjusted Signal

1.0

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

22.2K

Stars

TypeScript

Language

202.8K

Lines of Code

1.3K

Files

161

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 2.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 113 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.0/100 · LOW

Are imports declared and package/API names verified? 36 finding(s).

Agent Over-Engineering Ratio 3.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 116 finding(s).

PR Review Velocity Impact 4.5/100 · LOW

Which changes need focused human review? 161 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 0HIGH 0MEDIUM 14LOW 147

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 161 distinct pattern matches across 6 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 Identifiers104 hits · 107 pts

Severity	File	Line	Snippet	Context
LOW	.storybook/tokens/preview.tsx	17	function captureInitialTokenValues() {	CODE
LOW	…kages/docs-app/src/components/copyableImportButton.tsx	27	export function addCopyButtonsToImportBlocks() {	CODE
LOW	…amples/datetime-examples/datePickerModifierExample.tsx	22	export function DatePickerModifierExample(props: ExampleProps) {	CODE
LOW	…src/examples/core-examples/toastCreateAsyncExample.tsx	61	async function showMessageFromNewToaster() {	CODE
LOW	…s/core-examples/button/ButtonDisabledButtonTooltip.tsx	3	export default function ButtonDisabledButtonTooltip() {	CODE
LOW	…examples/button-group/ButtonGroupIconsWithTooltips.tsx	3	export default function ButtonGroupIconsWithTooltips() {	CODE
LOW	…e-examples/button-group/ButtonGroupOutlinedMinimal.tsx	3	export default function ButtonGroupOutlinedMinimal() {	CODE
LOW	packages/test-commons/src/utils.ts	26	export function dispatchTestKeyboardEvent(target: EventTarget, eventType: string, key: string, shift = false) {	CODE
LOW	packages/core/src/components/portal/portal.tsx	143	function addStopPropagationListeners(portalElement: HTMLElement, eventNames?: Array<keyof HTMLElementEventMap>) {	CODE
LOW	packages/core/src/components/portal/portal.tsx	147	function removeStopPropagationListeners(portalElement: HTMLElement, events?: Array<keyof HTMLElementEventMap>) {	CODE
LOW	…ore/src/components/forms/asyncControllableTextArea.tsx	17	function AsyncControllableTextArea(props, ref) {	CODE
LOW	packages/core/src/components/forms/numericInputUtils.ts	50	function transformLocalizedNumberToStringNumber(character: string, locale: string) {	CODE
LOW	packages/core/src/components/forms/numericInputUtils.ts	62	export function parseStringToStringNumber(value: number \| string, locale: string \| undefined): string {	CODE
LOW	packages/core/src/components/forms/numericInputUtils.ts	94	export function isValidNumericKeyboardEvent(e: React.KeyboardEvent, locale: string \| undefined) {	CODE
LOW	packages/core/src/components/forms/numericInputUtils.ts	132	function isFloatingPointNumericCharacter(character: string, locale: string \| undefined) {	CODE
LOW	packages/core/src/components/forms/numericInputUtils.ts	166	function convertFullWidthNumbersToAscii(value: string) {	CODE
LOW	…c/components/popover-next/popoverNextMigrationUtils.ts	42	export function popperModifiersToNextMiddleware(modifiers: PopperModifierOverrides): MiddlewareConfig {	CODE
LOW	…c/components/popover-next/popoverNextMigrationUtils.ts	237	export function popperBoundaryToNextBoundary(boundary: PopperBoundary): PopoverNextBoundary {	CODE
LOW	…c/components/popover-next/popoverNextMigrationUtils.ts	255	export function popoverPlacementToNextPlacement(placement: Placement): PopoverNextPlacement \| undefined {	CODE
LOW	…c/components/popover-next/popoverNextMigrationUtils.ts	281	export function popoverPositionToNextPlacement(position: PopoverPosition): PopoverNextPlacement \| undefined {	CODE
LOW	…ages/core/src/components/popover-next/floatingUtils.ts	17	export function convertMiddlewareConfigToArray(overrides: MiddlewareConfig): Middleware[] {	CODE
LOW	packages/core/src/components/slider/multiSlider.tsx	514	function getSortedInteractiveHandleProps(props: React.PropsWithChildren<MultiSliderProps>): HandleProps[] {	CODE
LOW	…components/context-menu/ContextMenuPopover.stories.tsx	57	function ContextMenuPopoverStoryRender(args: ContextMenuPopoverProps) {	CODE
LOW	…e/src/components/context-menu/contextMenuSingleton.tsx	124	function UncontrolledContextMenuPopover({ onClose, ...props }: Omit<ContextMenuPopoverProps, "isOpen">) {	CODE
LOW	…/core/src/components/context-menu/contextMenu.test.tsx	292	function TestMenuWithChangingContent({ useAltContent } = { useAltContent: false }) {	CODE
LOW	packages/core/src/components/popover/popoverArrow.tsx	62	function getArrowReferenceOffsetStyle(placement: Placement) {	CODE
LOW	…es/core/src/components/panel-stack/panelStack.test.tsx	307	function getFirstPanelCounterValue() {	CODE
LOW	packages/core/src/components/overlay2/overlay2.tsx	752	function getLifecycleCallbackWithChildRef(	CODE
LOW	…ages/core/src/components/overlay2/Overlay2.stories.tsx	245	render: function RenderWithoutEnforceFocus(args) {	CODE
LOW	packages/core/src/components/overlay2/overlay2.test.tsx	38	function renderWithOverlaysProvider(ui: React.ReactElement, renderOptions: RenderOptions = {}): RenderResult {	CODE
LOW	…ckages/core/src/components/tag-input/tagInput.test.tsx	599	function pressEnterInInputWhenComposing(wrapper: ReactWrapper<any, any>, value: string) {	CODE
LOW	…ckages/core/src/components/tag-input/tagInput.test.tsx	603	function createInputKeydownEventMetadata(value: string, key: string, isComposing: boolean) {	CODE
LOW	packages/core/src/components/overlay/overlayUtils.ts	25	export function getKeyboardFocusableElements(container: HTMLElement \| React.RefObject<HTMLElement>): HTMLElement[] {	CODE
LOW	packages/core/src/components/overlay/overlay.test.tsx	548	async function assertBodyScrollingDisabled(disabled: boolean) {	CODE
LOW	packages/core/src/common/utils/compareUtils.test.ts	305	function getCompareTestDescription(a?: any, b?: any, keys?: any) {	CODE
LOW	packages/core/src/common/utils/reactUtils.ts	47	export function isReactChildrenElementOrElements(	CODE
LOW	…kages/datetime/src/components/date-input/dateInput.tsx	596	function getRelatedTargetWithFallback(e: React.FocusEvent<HTMLElement>) {	CODE
LOW	…kages/datetime/src/components/date-input/dateInput.tsx	600	function getKeyboardFocusableElements(popoverContentRef: React.MutableRefObject<HTMLDivElement \| null>) {	CODE
LOW	…ponents/date-range-picker/contiguousDayRangePicker.tsx	112	function useContiguousCalendarViews(	CODE
LOW	…ents/date-range-picker/nonContiguousDayRangePicker.tsx	135	function useNonContiguousCalendarViews(	CODE
LOW	…ges/datetime/src/components/time-picker/timePicker.tsx	404	function getStringValueFromInputEvent(e: React.SyntheticEvent<HTMLInputElement>) {	CODE
LOW	…rc/components/date-range-input/dateRangeInput.test.tsx	235	function findTimePickerInputElement(className: string, inputElementIndex: number = 0) {	CODE
LOW	…rc/components/date-range-input/dateRangeInput.test.tsx	1441	function setSelectedRangeForHoverTest(selectedDateConfigs: NullableRange<HoverTextDateConfig>) {	CODE
LOW	…rc/components/date-range-input/dateRangeInput.test.tsx	3190	function maybeGetDateFnsLocaleOptions(localeCode: string \| undefined): { locale: Locale } \| undefined {	CODE
LOW	packages/datetime/src/common/timezoneUtils.ts	42	export function getIsoEquivalentWithUpdatedTimezone(	CODE
LOW⚡	packages/datetime/src/common/timezoneUtils.ts	62	export function getDateObjectFromIsoString(value: string \| undefined, timezone: string): Date \| undefined;	CODE
LOW⚡	packages/datetime/src/common/timezoneUtils.ts	63	export function getDateObjectFromIsoString(value: string \| null \| undefined, timezone: string): Date \| null \| undefined;	CODE
LOW⚡	packages/datetime/src/common/timezoneUtils.ts	64	export function getDateObjectFromIsoString(	CODE
LOW	packages/datetime/src/common/timezoneUtils.ts	93	export function convertLocalDateToTimezoneTime(date: Date, newTimezone: string) {	CODE
LOW	packages/datetime/src/common/timezoneUtils.ts	107	export function convertDateToLocalEquivalentOfTimezoneTime(date: Date, newTimezone: string) {	CODE
LOW	packages/datetime/src/common/timezoneUtils.test.ts	33	function getTimzoneOffsetRelativeToCurrentInHours(tz: string, date: Date): number {	CODE
LOW	packages/datetime/src/common/reactDayPickerUtils.ts	24	export function dateRangeToDayPickerRange(range: DateRange): RDPRange {	CODE
LOW	…kages/datetime/src/common/useMonthSelectRightOffset.ts	26	export function useMonthSelectRightOffset(	CODE
LOW	packages/table/src/locator.test.tsx	247	function runTestSuiteForConvertPointToRowOrColumn(	CODE
LOW	packages/table/src/locator.test.tsx	293	function getElementMidpointPlusOne(elementIndex: number) {	CODE
LOW	packages/table/src/locator.test.tsx	307	function assertCellLocatedProperly(clientX: number, clientY: number, expectedRow: number, expectedCol: number) {	CODE
LOW	packages/table/src/loadingOptions.test.tsx	179	function testLoadingOptionOverrides(	CODE
LOW	packages/table/src/tableBody.test.tsx	113	function mountTableBodyForRenderModeTest(renderMode: RenderMode.BATCH \| RenderMode.NONE) {	CODE
LOW	packages/table/src/tableBody.test.tsx	222	function mountTableBodyForContextMenuTests(	CODE
LOW	packages/table/src/resizeRows.ts	65	function resolveResizeRowsByApproximateHeightOptions(	CODE
44 more matches not shown…

Decorative Section Separators12 hits · 42 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/labs/src/components/box/boxProps.ts	230	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/labs/src/components/box/boxProps.ts	232	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/labs/src/components/box/boxProps.ts	257	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/labs/src/components/box/boxProps.ts	259	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/labs/src/components/box/boxProps.ts	284	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/labs/src/components/box/boxProps.ts	286	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packages/labs/src/components/box/boxProps.ts	311	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packages/labs/src/components/box/boxProps.ts	313	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packages/labs/src/components/box/boxProps.ts	320	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM⚡	packages/labs/src/components/box/boxProps.ts	322	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/labs/src/components/box/boxProps.ts	353	// ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	packages/labs/src/components/box/boxProps.ts	355	// ────────────────────────────────────────────────────────────	COMMENT

Fake / Example Data36 hits · 42 pts

Severity	File	Line	Snippet	Context
LOW	…src/examples/core-examples/divider/DividerVertical.tsx	6	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Proin quis aliquam elit.	CODE
LOW	…src/examples/core-examples/divider/DividerVertical.tsx	6	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Proin quis aliquam elit.	CODE
LOW	packages/core/src/components/drawer/drawer.test.tsx	269	Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore	CODE
LOW	packages/core/src/components/drawer/drawer.test.tsx	269	Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore	CODE
LOW	…ckages/core/src/components/forms/FormGroup.stories.tsx	875	placeholder="Jane Doe"	CODE
LOW	packages/core/src/components/forms/textArea.test.tsx	47	const initialValue = `Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/core/src/components/forms/textArea.test.tsx	47	const initialValue = `Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/core/src/components/forms/textArea.test.tsx	66	const nextValue = `Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/core/src/components/forms/textArea.test.tsx	66	const nextValue = `Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	…/core/src/components/popover-next/popoverNext.test.tsx	1633	await user.type(input, "lorem ipsum");	CODE
LOW	…/core/src/components/popover-next/popoverNext.test.tsx	1635	expect(input).toHaveValue("lorem ipsum");	CODE
LOW	packages/core/src/components/skeleton/_skeleton.scss	13	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quisque eget tortor felis.	CODE
LOW	packages/core/src/components/skeleton/_skeleton.scss	13	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quisque eget tortor felis.	CODE
LOW	…ages/core/src/components/skeleton/Skeleton.stories.tsx	26	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quisque eget tortor felis. Fusce dapibus metus in	CODE
LOW	…ages/core/src/components/skeleton/Skeleton.stories.tsx	26	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quisque eget tortor felis. Fusce dapibus metus in	CODE
LOW⚡	…ore/src/components/editable-text/editableText.test.tsx	56	const { rerender } = render(<EditableText isEditing={false} placeholder="placeholder" value="alphabet" />);	CODE
LOW⚡	…ore/src/components/editable-text/editableText.test.tsx	58	rerender(<EditableText isEditing={false} placeholder="placeholder" value={undefined} />);	CODE
LOW⚡	…ore/src/components/editable-text/editableText.test.tsx	59	expect(screen.queryByText("placeholder")).toBeInTheDocument();	CODE
LOW	…ore/src/components/editable-text/editableText.test.tsx	222	<EditableText isEditing={true} defaultValue="default" placeholder="placeholder" />,	CODE
LOW	packages/core/src/components/dialog/dialog.test.tsx	242	Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore	CODE
LOW	packages/core/src/components/dialog/dialog.test.tsx	242	Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut labore	CODE
LOW⚡	…ckages/core/src/components/tag-input/tagInput.test.tsx	448	describe("placeholder", () => {	CODE
LOW⚡	…ckages/core/src/components/tag-input/tagInput.test.tsx	451	assert.strictEqual(wrapper.find("input").prop("placeholder"), "hold the door", "empty array");	CODE
LOW⚡	…ckages/core/src/components/tag-input/tagInput.test.tsx	453	assert.strictEqual(wrapper.find("input").prop("placeholder"), "hold the door", "[undefined]");	CODE
LOW⚡	…ckages/core/src/components/tag-input/tagInput.test.tsx	455	assert.isUndefined(wrapper.find("input").prop("placeholder"), "normal values");	CODE
LOW⚡	…ckages/core/src/components/tag-input/tagInput.test.tsx	460	assert.strictEqual(wrapper.find("input").prop("placeholder"), "hold the door");	CODE
LOW⚡	…ckages/core/src/components/tag-input/tagInput.test.tsx	462	assert.strictEqual(wrapper.find("input").prop("placeholder"), "hold the door");	CODE
LOW⚡	…ckages/core/src/components/tag-input/tagInput.test.tsx	469	assert.strictEqual(wrapper.find("input").prop("placeholder"), "props");	CODE
LOW⚡	…ckages/core/src/components/tag-input/tagInput.test.tsx	471	assert.strictEqual(wrapper.find("input").prop("placeholder"), "inputProps");	CODE
LOW	…rc/components/date-range-input/dateRangeInput.test.tsx	3102	return input.prop("placeholder");	CODE
LOW	packages/icons/icons-next.json	2044	"tags": ["empty", "placeholder", "nothing"]	CODE
LOW	packages/icons/icons-next.json	3770	"placeholder",	CODE
LOW	packages/icons/icons-next.json	13426	"placeholder",	CODE
LOW	packages/demo-app/src/examples/DialogExample.tsx	39	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore	CODE
LOW	packages/demo-app/src/examples/DialogExample.tsx	39	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore	CODE
LOW	packages/table-dev-app/src/features.tsx	551	<p>Whatever interactive header content goes here lorem ipsum.</p>	CODE

Over-Commented Block7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	.palantir/autorelease.yml	41	#	COMMENT
LOW	packages/core/src/components/popover-next/usePopover.ts	101	// call `preventDefault()` on the Space keydown event to prevent page scrolling.	COMMENT
LOW	packages/core/src/components/toast/overlayToaster.tsx	101	} catch (error) {	COMMENT
LOW	packages/core/src/common/_variables.scss	1	// Copyright 2015 Palantir Technologies, Inc. All rights reserved.	COMMENT
LOW	packages/table/src/selection.test.tsx	201	// TODO fix these tests on CircleCI.	COMMENT
LOW	packages/table/src/table.test.tsx	1641	}	COMMENT
LOW	packages/table/src/table.test.tsx	1661	// numRows={DEFAULT_NUM_ROWS}	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/select/src/components/suggest/suggest.tsx	291	// TODO can we leverage Popover.openOnTargetFocus for this?	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/core/src/_typography.scss	341	.#{$ns}-list-unstyled - Remove all list styling (including indicators) so you can add your own.	CODE

palantir/blueprint

Open-Source Code Quality, Security and Technical Debt Review