0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

7.7K

Stars

HTML

Language

238.0K

Lines of Code

2.0K

Files

158

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 3.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 132 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.9/100 · LOW

Are imports declared and package/API names verified? 24 finding(s).

Agent Over-Engineering Ratio 2.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 115 finding(s).

PR Review Velocity Impact 4.0/100 · LOW

Which changes need focused human review? 158 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 8LOW 148

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 158 distinct pattern matches across 7 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 Identifiers113 hits · 113 pts

Severity	File	Line	Snippet	Context
LOW	test/core/utils/get-selector.js	8	function makeShadowTreeGetSelector(node) {	CODE
LOW	test/core/utils/get-selector.js	25	function makeNonuniqueLongAttributes(fixture) {	CODE
LOW	test/checks/landmarks/landmark-is-unique-after.js	10	function createResultWithSameRelatedNodes(result, data) {	CODE
LOW	test/checks/landmarks/landmark-is-unique-after.js	16	function createResultWithProvidedRelatedNodes(result, data, relatedNodes) {	CODE
LOW	test/checks/aria/aria-conditional-attr.js	265	function asIndeterminateVirtualNode(markup) {	CODE
LOW	test/integration/full/preload-cssom/preload-cssom.js	90	function commonTestsForRootNodeAndNestedFrame(root) {	CODE
LOW	test/integration/full/contrast/prototype-lib-1.7.3.js	2556	function getContentFromAnonymousElement(tagName, html, force) {	CODE
LOW	test/integration/full/contrast/prototype-lib-1.7.3.js	3378	function checkElementPrototypeDeficiency(tagName) {	CODE
LOW	test/integration/full/contrast/prototype-lib-1.7.3.js	7367	function getOrCreateRegistryFor(element, uid) {	CODE
LOW	test/integration/full/contrast/prototype-lib-1.7.3.js	7374	function destroyRegistryForElement(element, uid) {	CODE
LOW	test/integration/full/contrast/prototype-lib-1.7.3.js	7479	function stopObservingStandardEvent(element, eventName, responder) {	CODE
LOW	test/integration/full/contrast/prototype-lib-1.7.3.js	7668	function isSimulatedMouseEnterLeaveEvent(eventName) {	CODE
LOW	test/integration/full/contrast/prototype-lib-1.7.3.js	7690	function createResponderForCustomEvent(uid, eventName, handler) {	CODE
LOW	test/integration/full/contrast/prototype-lib-1.7.3.js	7704	function createMouseEnterLeaveResponder(uid, eventName, handler) {	CODE
LOW	lib/core/utils/selector-cache.js	15	export function getNodesMatchingExpression(domTree, expressions, filter) {	CODE
LOW	lib/core/utils/send-command-to-frame.js	50	const timeout = setTimeout(function collectResultFramesTimeout() {	CODE
LOW	lib/core/utils/parse-crossorigin-stylesheet.js	16	function parseCrossOriginStylesheet(	CODE
LOW	lib/core/utils/matches.js	242	function optimizedMatchesExpression(vNode, expressions, index, matchAnyParent) {	CODE
LOW	lib/core/utils/pollyfill-elements-from-point.js	2	export function pollyfillElementsFromPoint() {	CODE
LOW	lib/core/utils/parse-sameorigin-stylesheet.js	15	function parseSameOriginStylesheet(	CODE
LOW	lib/core/utils/get-element-source.js	55	function getTruncatedElementSource(elm, { maxLength, attrLimit }) {	CODE
LOW	lib/core/utils/preload-cssom.js	162	function getStylesheetsFromDocumentFragment(rootNode, convertDataToStylesheet) {	CODE
LOW	lib/core/utils/preload-cssom.js	193	function getStylesheetsFromDocument(rootNode) {	CODE
LOW	lib/core/utils/preload-cssom.js	210	function filerStyleAndLinkAttributesInDocumentFragment(node) {	CODE
LOW	lib/core/utils/preload-cssom.js	242	function filterStylesheetsWithSameHref(sheets) {	CODE
LOW	lib/core/utils/is-context.js	48	export function isLabelledShadowDomSelector(selector) {	CODE
LOW	lib/core/utils/get-selector/features.js	169	export function getThreeLeastCommonFeatures(elm, selectorData) {	CODE
LOW	lib/core/reporters/helpers/incomplete-fallback-msg.js	6	export default function incompleteFallbackMessage() {	CODE
LOW	lib/core/base/audit.js	691	export function createIncompleteErrorResult(	CODE
LOW	lib/core/base/context/normalize-context.js	90	function assertLabelledFrameSelector(selector) {	CODE
LOW	lib/core/base/context/normalize-context.js	107	function assertLabelledShadowDomSelector(selector) {	CODE
LOW	lib/commons/color/get-stroke-colors-from-shadows.js	20	export default function getStrokeColorsFromShadows(	CODE
LOW	lib/commons/color/get-foreground-color.js	107	function calculateBlendedForegroundColor(fgColor, context, stackingContexts) {	CODE
LOW	lib/commons/aria/is-aria-role-allowed-on-element.js	13	function isAriaRoleAllowedOnElement(node, role) {	CODE
LOW	lib/commons/aria/get-roles-with-name-from-contents.js	11	function getRolesWithNameFromContents() {	CODE
LOW	lib/commons/dom/get-target-rects.js	43	function isDescendantNotInTabOrder(vAncestor, vNode) {	CODE
LOW	lib/commons/dom/is-visible-to-screenreader.js	23	function isVisibleToScreenReadersMemoized(vNode, isAncestor) {	CODE
LOW	lib/commons/dom/create-grid.js	419	function getContainingBlockMemoized(vNode) {	CODE
LOW	lib/commons/dom/create-grid.js	452	function isAbsolutePositioningContainingBox(vNode) {	CODE
LOW	lib/commons/dom/create-grid.js	476	function isFixedPositioningContainingBox(vNode) {	CODE
LOW	lib/commons/dom/get-overflow-hidden-ancestors.js	11	function getOverflowHiddenAncestorsMemoized(vNode) {	CODE
LOW	lib/commons/dom/reduce-to-elements-below-floating.js	10	function reduceToElementsBelowFloating(elements, targetNode) {	CODE
LOW	lib/commons/dom/is-hidden-for-everyone.js	72	function isHiddenAncestorsMemoized(vNode, isAncestor) {	CODE
LOW	lib/commons/dom/get-visible-child-text-rects.js	18	function getVisibleChildTextRectsMemoized(vNode) {	CODE
LOW	lib/commons/dom/is-visible-on-screen.js	34	function isVisibleOnScreenMemoized(vNode, isAncestor) {	CODE
LOW	lib/commons/dom/visibility-methods.js	260	function hasPositionedAncestorBetween(child, ancestor) {	CODE
LOW	lib/commons/text/unicode.js	88	export function getSupplementaryPrivateUseRegExp() {	CODE
LOW	lib/commons/text/unicode.js	118	export function getVariationSelectorRegExp() {	CODE
LOW	…andards/get-aria-roles-supporting-name-from-content.js	8	function getAriaRolesSupportingNameFromContent() {	CODE
LOW	lib/checks/tables/same-caption-summary-evaluate.js	5	function sameCaptionSummaryEvaluate(node, options, virtualNode) {	CODE
LOW	lib/checks/forms/autocomplete-valid-evaluate.js	3	function autocompleteValidEvaluate(_node, options, virtualNode) {	CODE
LOW	lib/checks/forms/autocomplete-appropriate-evaluate.js	4	function autocompleteAppropriateEvaluate(node, options, virtualNode) {	CODE
LOW	lib/checks/lists/structured-dlitems-evaluate.js	1	function structuredDlitemsEvaluate(node, options, virtualNode) {	CODE
LOW	lib/checks/color/link-in-text-block-style-evaluate.js	13	export default function linkInTextBlockStyleEvaluate(node) {	CODE
LOW	lib/checks/color/color-contrast-evaluate.js	209	function getPseudoElementAreaMemoized(vNode, pseudo) {	CODE
LOW	lib/checks/navigation/heading-order-after.js	123	function addFrameToHeadingAncestry(heading, frameAncestry) {	CODE
LOW	…ks/navigation/identical-links-same-purpose-evaluate.js	6	function identicalLinksSamePurposeEvaluate(node, options, virtualNode) {	CODE
LOW	lib/checks/navigation/internal-link-present-evaluate.js	3	function internalLinkPresentEvaluate(node, options, virtualNode) {	CODE
LOW	…hecks/navigation/identical-links-same-purpose-after.js	37	function identicalLinksSamePurposeAfter(results) {	CODE
LOW	lib/checks/label/duplicate-img-label-evaluate.js	5	function duplicateImgLabelEvaluate(node, options, virtualNode) {	CODE
53 more matches not shown…

Fake / Example Data22 hits · 25 pts

Severity	File	Line	Snippet	Context
LOW⚡	locales/pt_PT.json	1031	"pass": "O elemento tem um atributo 'placeholder'",	CODE
LOW⚡	locales/pt_PT.json	1033	"noAttr": "O elemento não tem um atributo 'placeholder'",	CODE
LOW⚡	locales/pt_PT.json	1034	"emptyAttr": "O elemento tem um atributo 'placeholder' vazio"	CODE
LOW⚡	locales/pt_BR.json	880	"pass": "O elemento tem um atributo 'placeholder'",	CODE
LOW⚡	locales/pt_BR.json	882	"noAttr": "O elemento não tem um atributo 'placeholder'",	CODE
LOW⚡	locales/pt_BR.json	883	"emptyAttr": "O elemento tem um atributo 'placeholder' vazio"	CODE
LOW	test/commons/dom/visually-contains.js	169	>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed et	CODE
LOW	test/commons/dom/visually-contains.js	169	>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed et	CODE
LOW	test/commons/dom/get-text-element-stack.js	56	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed et	CODE
LOW	test/commons/dom/get-text-element-stack.js	56	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed et	CODE
LOW	test/commons/dom/get-text-element-stack.js	87	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed et sollicitudin quam. Fusce mi odio, egestas pulvinar	CODE
LOW	test/commons/dom/get-text-element-stack.js	87	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed et sollicitudin quam. Fusce mi odio, egestas pulvinar	CODE
LOW	test/checks/color/color-contrast.js	232	'<p>Text oh heyyyy <b id="target" style="display: block;overflow: hidden; text-overflow: ellipsis; white-space: no	CODE
LOW	test/checks/color/color-contrast.js	232	'<p>Text oh heyyyy <b id="target" style="display: block;overflow: hidden; text-overflow: ellipsis; white-space: no	CODE
LOW	…t/integration/rules/color-contrast/color-contrast.html	327	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed et sollicitudin	CODE
LOW	…t/integration/rules/color-contrast/color-contrast.html	327	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed et sollicitudin	CODE
LOW	…t/integration/rules/color-contrast/color-contrast.html	387	>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod	CODE
LOW	…t/integration/rules/color-contrast/color-contrast.html	387	>Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod	CODE
LOW	…t/integration/rules/color-contrast/color-contrast.html	412	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod	CODE
LOW	…t/integration/rules/color-contrast/color-contrast.html	412	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod	CODE
LOW	lib/commons/text/native-text-methods.js	110	placeholderText: attrText.bind(null, 'placeholder')	CODE
LOW	lib/checks/shared/non-empty-placeholder.json	5	"attribute": "placeholder"	CODE

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	test/core/public/configure.js	261	assert.equal(axe._audit.data.checks.bob.messages.pass(), 'Bob John');	CODE
CRITICAL	test/core/base/audit.js	503	assert.equal(audit.data.checks.target.messages.fail(), 'it failed');	CODE

AI Slop Vocabulary5 hits · 20 pts

Severity	File	Line	Snippet	Context
MEDIUM	lib/core/utils/get-xpath.js	51	// add the id and the count so we can construct robust versions of the xpath	COMMENT
MEDIUM⚡	lib/core/utils/get-xpath.js	64	// Robust is intended to allow xpaths to be robust to changes in the HTML structure of the page	COMMENT
MEDIUM⚡	lib/core/utils/get-xpath.js	66	// Non robust means always use the count (i.e. the exact position of the element)	COMMENT
MEDIUM⚡	lib/core/utils/get-xpath.js	68	// the non-ribust Xpaths will work whereas the robust ones will not work	COMMENT
MEDIUM	perf/report.js	229	// IQR (p75-p25) — spread of the middle 50%, robust to a	COMMENT

Over-Commented Block13 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	.github/bin/extract-release-notes.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.github/bin/wait-for-workflow-success.sh	61	# into "in-progress" for debugging purposes to at least know if it found a run	COMMENT
LOW	lib/core/utils/memoize.js	1	import { memoize } from '../imports';	COMMENT
LOW	lib/core/utils/uuid.js	1	/eslint no-bitwise: 0, eqeqeq: 0, curly: 0, strict: 0, no-eq-null: 0, no-shadow: 0, no-undef: 0 /	COMMENT
LOW	lib/core/utils/get-selector/precompute.js	481	// that as a lookup table — every possible suffix would need its own	COMMENT
LOW	lib/commons/color/flatten-colors.js	141	// final color values by the final alpha	COMMENT
LOW	lib/commons/aria/get-role.js	1	import getExplicitRole from './get-explicit-role';	COMMENT
LOW	lib/commons/aria/get-role.js	21	// "the expectation for me, in standard html is that element	COMMENT
LOW	lib/commons/dom/is-modal-open.js	21	//	COMMENT
LOW	lib/commons/text/unicode.js	81	}	COMMENT
LOW	lib/commons/text/is-icon-ligature.js	121	// we could theoretically get into an odd middle ground scenario in which	COMMENT
LOW	lib/commons/standards/implicit-html-roles.js	41		COMMENT
LOW	perf/compare.js	1	#!/usr/bin/env node	COMMENT

Decorative Section Separators2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	lib/commons/text/unicode.js	101	// ┏━━━━━━┻━━━━━━┓┏━━━━━━┻━━━━━━┓	COMMENT
MEDIUM	lib/commons/text/unicode.js	120	// ┏━━━━━━━━┻━━━━━━━━┓┏━━━━━┻━━━━━┓ ┏━━━━━━━━━┻━━━━━━━━━┓	COMMENT

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/bin/wait-for-workflow-success.sh	45	# Create a temp file just so there is something to write to that will get thrown away.	COMMENT

dequelabs/axe-core

Open-Source Code Quality, Security and Technical Debt Review