0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-25

Last Push

8.7K

Stars

TypeScript

Language

503.3K

Lines of Code

4.3K

Files

148

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 0.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 37 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.3/100 · LOW

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

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 28 finding(s).

PR Review Velocity Impact 1.6/100 · LOW

Which changes need focused human review? 148 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 1HIGH 0MEDIUM 0LOW 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 148 distinct pattern matches across 4 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 Data110 hits · 123 pts

Severity	File	Line	Snippet	Context
LOW	docs/component.config.json	134	"id": "placeholder",	CODE
LOW	docs/public/react/types/multi-cascader.json	178	"placeholder": {	CODE
LOW	docs/public/react/types/inline-edit.json	31	"placeholder": {	CODE
LOW	docs/public/react/types/cascader.json	171	"placeholder": {	CODE
LOW	docs/public/react/types/date-picker.json	215	"placeholder": {	CODE
LOW	docs/public/react/types/time-picker.json	159	"placeholder": {	CODE
LOW	docs/public/react/types/placeholder.json	19	"defaultValue": "placeholder"	CODE
LOW	docs/public/react/types/placeholder.json	67	"defaultValue": "placeholder"	CODE
LOW	docs/public/react/types/placeholder.json	116	"defaultValue": "placeholder"	CODE
LOW	docs/public/react/types/tree-picker.json	185	"placeholder": {	CODE
LOW	docs/public/react/types/select-picker.json	165	"placeholder": {	CODE
LOW	docs/public/react/types/check-picker.json	171	"placeholder": {	CODE
LOW	docs/public/react/types/auto-complete.json	75	"placeholder": {	CODE
LOW	docs/public/react/types/check-tree-picker.json	185	"placeholder": {	CODE
LOW	docs/public/react/types/textarea.json	46	"placeholder": {	CODE
LOW	docs/public/react/types/time-range-picker.json	160	"placeholder": {	CODE
LOW	docs/public/react/types/date-range-picker.json	211	"placeholder": {	CODE
LOW	docs/public/react/types/pin-input.json	61	"placeholder": {	CODE
LOW	docs/public/react/types/input-picker.json	164	"placeholder": {	CODE
LOW	docs/public/react/types/index.json	59	"placeholder",	CODE
LOW	docs/public/react/types/image.json	29	"placeholder": {	CODE
LOW	docs/public/react/types/tag-picker.json	164	"placeholder": {	CODE
LOW	docs/pages/guide/css-variables/theme-dark.json	974	"type": "placeholder",	CODE
LOW	docs/pages/guide/css-variables/theme-dark.json	981	"type": "placeholder",	CODE
LOW	docs/pages/guide/css-variables/theme-high-contrast.json	1007	"type": "placeholder",	CODE
LOW	docs/pages/guide/css-variables/theme-high-contrast.json	1014	"type": "placeholder",	CODE
LOW	docs/pages/guide/css-variables/theme-light.json	1040	"type": "placeholder",	CODE
LOW	docs/pages/guide/css-variables/theme-light.json	1047	"type": "placeholder",	CODE
LOW	docs/pages/components/card/fragments/group.md	8	name: 'John Doe',	CODE
LOW	docs/pages/components/use-dialog/fragments/custom.md	43	const result = await dialog.open(CustomDialog, 'user@example.com');	CODE
LOW	docs/pages/components/avatar/fragments/stack.md	6	{ avatar: 'https://i.pravatar.cc/150?u=1', name: 'John Doe' },	CODE
LOW	docs/pages/components/avatar/fragments/stack.md	12	{ avatar: 'https://i.pravatar.cc/150?u=7', name: 'Jane Doe' },	CODE
LOW	docs/pages/components/placeholder/en-US/index.md	51	\| classPrefix \| string `('placeholder')` \| The prefix of the component CSS class. \|	CODE
LOW	docs/pages/components/placeholder/en-US/index.md	64	\| classPrefix \| string `('placeholder')` \| The prefix of the component CSS class. \|	CODE
LOW	docs/pages/components/placeholder/en-US/index.md	77	\| classPrefix \| string `('placeholder')` \| The prefix of the component CSS class. \|	CODE
LOW⚡	docs/pages/components/text/fragments/text-align.md	10	Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut	CODE
LOW⚡	docs/pages/components/text/fragments/text-align.md	10	Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut	CODE
LOW⚡	docs/pages/components/text/fragments/text-align.md	19	Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut	CODE
LOW⚡	docs/pages/components/text/fragments/text-align.md	19	Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut	CODE
LOW⚡	docs/pages/components/text/fragments/text-align.md	28	Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut	CODE
LOW⚡	docs/pages/components/text/fragments/text-align.md	28	Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut	CODE
LOW⚡	docs/pages/components/text/fragments/text-align.md	37	Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut	CODE
LOW⚡	docs/pages/components/text/fragments/text-align.md	37	Lorem ipsum dolor sit amet, consectetur adipisicing elit, sed do eiusmod tempor incididunt ut	CODE
LOW	…ples/with-nextjs-pages-and-less/src/pages/api/hello.ts	9	res.status(200).json({ name: 'John Doe' });	CODE
LOW	examples/with-nextjs-pages/src/pages/api/hello.ts	9	res.status(200).json({ name: 'John Doe' });	CODE
LOW	src/PinInput/test/PinInput.spec.tsx	107	expect(input).to.have.property('placeholder', placeholder);	CODE
LOW	src/CardGroup/stories/CardGroup.stories.tsx	27	name: 'John Doe',	CODE
LOW	src/useDialog/test/useDialog.spec.tsx	359	fireEvent.change(input, { target: { value: 'John Doe' } });	CODE
LOW	src/useDialog/test/useDialog.spec.tsx	366	expect(promptResult).to.equal('John Doe');	CODE
LOW	src/DateRangeInput/test/DateRangeInput.spec.tsx	67	expect(screen.getByRole('textbox')).to.have.attribute('placeholder', 'yyyy-MM-dd ~ yyyy-MM-dd');	CODE
LOW	src/DateRangeInput/test/DateRangeInput.spec.tsx	77	'placeholder',	CODE
LOW	src/DateRangeInput/test/DateRangeInput.spec.tsx	98	expect(screen.getByRole('textbox')).to.have.attribute('placeholder', 'dd-MM-yyyy ~ dd-MM-yyyy');	CODE
LOW	…geInput/test/DateRangeInput.provider-defaults.spec.tsx	36	expect(input).to.have.attribute('placeholder', 'Select a range');	CODE
LOW	…geInput/test/DateRangeInput.provider-defaults.spec.tsx	87	expect(input).to.have.attribute('placeholder', 'Instance placeholder');	CODE
LOW	src/Cascader/test/Cascader.spec.tsx	680	expect(screen.getByRole('searchbox')).to.have.attribute('placeholder', 'Search');	CODE
LOW	src/Cascader/test/Cascader.spec.tsx	706	expect(screen.getByRole('searchbox')).to.have.attribute('placeholder', '搜索');	CODE
LOW	src/Cascader/test/Cascader.spec.tsx	728	'placeholder',	CODE
LOW	…rMessage/test/FormErrorMessage.reduced-motion.spec.tsx	231	fireEvent.change(input, { target: { value: 'user@example.com' } });	CODE
LOW	src/CheckTreePicker/test/CheckTreePicker.spec.tsx	781	expect(screen.getByRole('searchbox')).to.have.attribute('placeholder', 'Search');	CODE
LOW	src/CheckTreePicker/test/CheckTreePicker.spec.tsx	807	expect(screen.getByRole('searchbox')).to.have.attribute('placeholder', '搜索');	CODE
50 more matches not shown…

Hyper-Verbose Identifiers28 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	gulpfile.js	59	function copyTypescriptDeclarationFiles() {	CODE
LOW	test/cases/testControlledUnControlled.tsx	62	export function testControlledUnControlled(	CODE
LOW	test/utils/styles/palette.ts	60	function calculateBrightnessAdjustValue(brightness, step) {	CODE
LOW	test/browser/moduleLoadDiagnostics.ts	108	export function createModuleRequestObserver() {	CODE
LOW	test/browser/moduleLoadDiagnostics.ts	146	export function createBrowserModuleDiagnostics() {	CODE
LOW	docs/utils/palette.ts	39	function calculateBrightnessAdjustValue(brightness, step) {	CODE
LOW	docs/utils/jsonld.ts	120	export function createSoftwareApplicationSchema(): SoftwareApplication {	CODE
LOW	docs/utils/jsonld.ts	215	export function createSoftwareSourceCodeSchema(): SoftwareSourceCode {	CODE
LOW	docs/scripts/generate-theme-css-vars.js	110	function processComponentVariables(content, variables) {	CODE
LOW	docs/pages/_app.tsx	69	function handlePrefersColorSchemeChange(e: MediaQueryListEvent) {	CODE
LOW	…/src/virtual/components/ReactAriaFocusRegistration.tsx	5	export default function ReactAriaFocusRegistration({	CODE
LOW	src/Uploader/usePendingUploadApprovals.ts	8	export default function usePendingUploadApprovals(onCancel: (count: number) => void) {	CODE
LOW	src/Form/utils/nativeValidationFrames.ts	65	export function createNativeValidationFrames() {	CODE
LOW	src/MaskedInput/createTextMaskInputElement.ts	11	export default function createTextMaskInputElement(config?) {	CODE
LOW	src/MaskedInput/test/testParameters.ts	1856	export function transformTestForComponent(test) {	CODE
LOW	src/FormGroup/test/FormGroupRelationsFixture.tsx	32	export default function FormGroupRelationsFixture({	CODE
LOW	src/CheckTree/utils.ts	14	function getChildrenByFlattenNodes(nodes: TreeNodeMap, parent: TreeNode) {	CODE
LOW	src/CheckTree/utils.ts	109	export function isAllSiblingNodeUncheckable(	CODE
LOW	src/CheckTree/utils.ts	133	export function isEveryFirstLevelNodeUncheckable(	CODE
LOW	src/Splitter/test/SplitterResizeSchedulingFixture.tsx	21	export default function SplitterResizeSchedulingFixture({	CODE
LOW	src/RangeSlider/test/RangeSliderIdentityFixture.tsx	18	export default function RangeSliderIdentityFixture({	CODE
LOW	…Toggle/test/Toggle.pending-input-continuation.spec.tsx	19	function expectUntrustedForwarding(	CODE
LOW	src/useMediaQuery/breakpoints.ts	44	function createLegacyMediaQueryMap(breakpoints: BreakpointMap): MediaQueryMap {	CODE
LOW	src/List/helper/utils.ts	15	export function isContainInteractiveElement(targetNode: HTMLElement) {	CODE
LOW	src/ColorPicker/test/ColorPickerHydrationFixture.tsx	11	export default function ColorPickerHydrationFixture({	CODE
LOW	…ErrorSummary/test/FormErrorSummaryHydrationFixture.tsx	4	export default function FormErrorSummaryHydrationFixture() {	CODE
LOW	src/CommandPalette/test/CommandPalette.hydration.tsx	10	export default function CommandPaletteHydrationFixture() {	CODE
LOW	src/CommandPalette/test/CommandPalette.ssr-renderer.tsx	6	export function renderCommandPaletteHydration() {	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	src/Checkbox/test/Checkbox.spec.tsx	16	expect(screen.getByLabelText('Test')).to.exist.and.to.have.attr('type', 'checkbox');	CODE

Over-Commented Block9 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	tooling/cra-template/template/src/setupTests.js	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	…ing/cra-template-typescript/template/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/create-react-app/src/setupTests.js	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	.github/workflows/codeql-analysis.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	src/MaskedInput/conformToMask.ts	61	// If `conformToMask` is configured to keep character positions, that is, for mask 111, previous value	COMMENT
LOW	src/CheckTree/test/CheckTree.spec.tsx	821	// Regression test for the async load fix (#3973) that originally introduced the infinite loop.	COMMENT
LOW	src/styles/mixins/_listbox.scss	1	// ARIA Listboxes and Options	COMMENT
LOW	src/Row/styles/index.scss	1	// Col styles are included in Grid component	COMMENT
LOW	src/Col/styles/index.scss	1	// Col styles are included in Grid component	COMMENT

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Open-Source Code Quality, Security and Technical Debt Review