0.4

Adjusted Signal

0.4

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

38.9K

Stars

TypeScript

Language

325.2K

Lines of Code

2.4K

Files

107

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 1.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 82 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 25 finding(s).

Agent Over-Engineering Ratio 1.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 77 finding(s).

PR Review Velocity Impact 2.0/100 · LOW

Which changes need focused human review? 107 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 2LOW 103

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 107 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 Identifiers77 hits · 77 pts

Severity	File	Line	Snippet	Context
LOW	scripts/aggregate-changeset.js	146	function shouldUpdateDependencyBasedOnConfig(cwd, release, dependency, config) {	CODE
LOW	scripts/aggregate-changeset.js	309	function replaceOrPrependVersionSection(body, newSection, version) {	CODE
LOW	packages/extension-code/src/code.ts	97	function shortestUnusedBacktickRun(text: string): number {	CODE
LOW	…s/ai-toolkit/tests/integration/serverAiToolkit.test.ts	51	function createEditorWithExplicitExtensions(	CODE
LOW	…ages/core/tests/utils/createViewMutationTestContext.ts	4	export function createViewMutationTestContext() {	CODE
LOW	packages/core/src/decorations/DecorationManager.test.ts	621	function spanningBoundaryExtension(name: string) {	CODE
LOW	packages/core/src/decorations/DecorationManager.test.ts	638	function blockStartWidgetExtension(name: string) {	CODE
LOW	packages/core/src/decorations/DecorationManager.test.ts	749	function beforeTransactionListeners(editor: Editor) {	CODE
LOW	…/src/decorations/helpers/decorationsToPMDecorations.ts	15	export function decorationsToPMDecorations(	CODE
LOW	…e/src/decorations/helpers/hasResolvableChangedRange.ts	10	export function hasResolvableChangedRange(step: Step): boolean {	CODE
LOW	…src/decorations/helpers/filterOutOfRangeDecorations.ts	23	export function filterOutOfRangeDecorations({	CODE
LOW	…e/src/decorations/helpers/shouldRecomputeDecoration.ts	10	export function shouldRecomputeDecoration(	CODE
LOW	…ore/src/utilities/markdown/createInlineMarkdownSpec.ts	14	function serializeShortcodeAttributes(attrs: Record<string, any>): string {	CODE
LOW	…/src/utilities/markdown/renderNestedMarkdownContent.ts	76	export function renderNestedMarkdownContent(	CODE
LOW	…/src/utilities/markdown/createAtomBlockMarkdownSpec.ts	56	export function createAtomBlockMarkdownSpec(options: AtomBlockMarkdownSpecOptions): {	CODE
LOW	packages/core/src/commands/toggleList.ts	115	function createInnerSelectionForWholeDocList(tr: Transaction) {	CODE
LOW	packages/core/src/helpers/isProseMirrorCellSelection.ts	12	export function isProseMirrorCellSelection(selection: unknown): selection is CellSelection {	CODE
LOW	…ages/core/src/helpers/getSchemaByResolvedExtensions.ts	19	export function getSchemaByResolvedExtensions(	CODE
LOW	packages/core/src/helpers/findParentNodeClosestToPos.ts	14	export function findParentNodeClosestToPos(	CODE
LOW	…kages/core/src/helpers/getTextSerializersFromSchema.ts	10	export function getTextSerializersFromSchema(schema: Schema): Record<string, TextSerializer> {	CODE
LOW	…re/src/helpers/injectExtensionAttributesToParseRule.ts	12	export function injectExtensionAttributesToParseRule(	CODE
LOW	…kages/core/src/helpers/isProseMirrorAddNodeMarkStep.ts	12	export function isProseMirrorAddNodeMarkStep(value: unknown): value is AddNodeMarkStep {	CODE
LOW	…ckages/core/src/helpers/isProseMirrorRemoveMarkStep.ts	12	export function isProseMirrorRemoveMarkStep(value: unknown): value is RemoveMarkStep {	CODE
LOW	…ckages/core/src/helpers/getAttributesFromExtensions.ts	10	export function getAttributesFromExtensions(extensions: Extensions): ExtensionAttribute[] {	CODE
LOW	packages/core/src/helpers/isProseMirrorNodeSelection.ts	12	export function isProseMirrorNodeSelection(selection: unknown): selection is NodeSelection {	CODE
LOW	…/core/src/helpers/getSchemaSpecByResolvedExtensions.ts	60	export function getSchemaSpecByResolvedExtensions(	CODE
LOW	…ges/core/src/helpers/isProseMirrorReplaceAroundStep.ts	12	export function isProseMirrorReplaceAroundStep(value: unknown): value is ReplaceAroundStep {	CODE
LOW	…es/core/src/helpers/isProseMirrorRemoveNodeMarkStep.ts	12	export function isProseMirrorRemoveNodeMarkStep(value: unknown): value is RemoveNodeMarkStep {	CODE
LOW	packages/core/src/helpers/rewriteUnknownContent.ts	27	function rewriteUnknownContentInner({	CODE
LOW	…s/core/src/helpers/warnOnDuplicatedProseMirrorModel.ts	17	export function warnOnDuplicatedProseMirrorModel(schema: Schema): void {	CODE
LOW	…ges/extension-find-and-replace/src/find-and-replace.ts	131	function getPendingAwarePluginState(	CODE
LOW	…n-find-and-replace/src/state/debounced-search-state.ts	27	export function clearDebouncedSearchState(editor: Editor): void {	CODE
LOW	packages/suggestion/src/plugin/floating-ui.ts	23	export function createSuggestionFloatingUiConfig({	CODE
LOW	packages/extension-table/src/utils/parseAlign.ts	53	export function normalizeTableCellAlignFromAttributes(	CODE
LOW	…/table/utilities/preserveCellSelectionOnContextMenu.ts	41	export function preserveCellSelectionOnContextMenu() {	CODE
LOW	…ges/extension-drag-handle/src/helpers/nodeRangeDrop.ts	112	export function createDroppedNodeRangeSelection(	CODE
LOW	packages/markdown/src/utils.ts	23	export function extractAbsorbedBlankLines(tokens: MarkdownToken[]): MarkdownToken[] {	CODE
LOW	packages/markdown/src/utils/htmlTagDetection.ts	185	export function htmlContainsUnrecognizedTag(html: string, schemaTags: Set<string>): boolean {	CODE
LOW	…extension-ruby-text/src/ruby-text-decoration-plugin.ts	52	function defaultRenderAnnotationEditor({	CODE
LOW	…s/src/placeholder/utils/buildPlaceholderDecorations.ts	89	export function buildPlaceholderDecorations({	CODE
LOW	…ensions/src/placeholder/utils/placeholderStateField.ts	111	function updateDecorationsInRanges({	CODE
LOW	…ensions/src/placeholder/utils/placeholderStateField.ts	169	export function createPlaceholderStateField({	CODE
LOW	…s/src/placeholder/utils/createPlaceholderDecoration.ts	20	export function createPlaceholderDecoration(options: {	CODE
LOW	…s/src/placeholder/utils/preparePlaceholderAttribute.ts	6	export function preparePlaceholderAttribute(attr: string): string {	CODE
LOW	…que-id/tests/integration/uniqueIdCollaboration.test.ts	65	function createCollabEditorWithProvider(provider: ReturnType<typeof createMockProvider>) {	CODE
LOW	packages/extension-mathematics/src/utils.ts	35	export function createMathMigrateTransaction(	CODE
LOW	packages/extension-list/src/ordered-list/utils.ts	97	function interruptsLazyContinuation(line: string): boolean {	CODE
LOW	packages/extension-list/src/ordered-list/utils.ts	228	export function parsePlainTextOrderedListPaste(text: string): JSONContent \| null {	CODE
LOW	…/src/ordered-list/collectOrderedListItemsFromSource.ts	35	export function collectOrderedListItemsFromSource(	CODE
LOW	packages/extension-list/src/ordered-list/roman.ts	208	export function areOrderedListMarkersSequential(markers: string[]): boolean {	CODE
LOW	packages/extension-list/src/ordered-list/roman.ts	249	export function buildOrderedListAttrsFromMarker(marker: string): Record<string, string \| number> {	CODE
LOW	…ckages/extension-list/src/ordered-list/ordered-list.ts	63	function cssListStyleTypeToHtmlType(style: string): string \| null {	CODE
LOW	packages/extension-list/src/item/list-item.ts	38	function isSameLineOrderedListToken(token: MarkdownToken): boolean {	CODE
LOW	packages/extension-list/src/item/list-item.ts	50	function parseSameLineOrderedListText(text: string, helpers: MarkdownParseHelpers): JSONContent[] {	CODE
LOW	packages/static-renderer/CHANGELOG.md	982	function MyCustomComponentWithoutContent() {	CODE
LOW	packages/static-renderer/CHANGELOG.md	1037	function MyCustomComponentWithContent() {	CODE
LOW	packages/static-renderer/CHANGELOG.md	1530	function MyCustomComponentWithoutContent() {	CODE
LOW	packages/static-renderer/CHANGELOG.md	1585	function MyCustomComponentWithContent() {	CODE
LOW	packages/static-renderer/CHANGELOG.md	1806	function MyCustomComponentWithoutContent() {	CODE
LOW	packages/static-renderer/CHANGELOG.md	1861	function MyCustomComponentWithContent() {	CODE
17 more matches not shown…

Fake / Example Data23 hits · 27 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/src/commands/setContent.test.ts	108	'<p><span data-type="mention" data-id="1" data-label="John Doe">@John Doe</span></p>',	CODE
LOW	packages/core/src/commands/setContent.test.ts	111	'<span data-type="mention" data-id="1" data-label="John Doe" data-mention-suggestion-char="@">@John Doe</span>',	CODE
LOW	packages/suggestion/src/types.ts	275	* @example ({ editor, query }) => [{ id: 1, label: 'John Doe' }]	COMMENT
LOW	packages/markdown/src/MarkdownManager.test.ts	379	const markdown = '[@ id="user123" label="John Doe"] said hello'	CODE
LOW	packages/markdown/src/MarkdownManager.test.ts	385	expect(doc.content![0].content![0].attrs!.label).toBe('John Doe')	CODE
LOW	packages/markdown/src/MarkdownManager.test.ts	701	attrs: { id: 'user123', label: 'John Doe' },	CODE
LOW	packages/markdown/src/MarkdownManager.test.ts	710	expect(markdown).toBe('[@ id="user123" label="John Doe"] said hello')	CODE
LOW	packages/markdown/src/MarkdownManager.test.ts	765	markdown: '[@ id="user123" label="John Doe"] said hello',	CODE
LOW	…nsions/src/placeholder/placeholderSettingsPluginKey.ts	5	export const placeholderSettingsPluginKey = new PluginKey<PlaceholderOptions['placeholder']>(	CODE
LOW	packages/extensions/src/placeholder/types.ts	29	* @default 'placeholder'	COMMENT
LOW	packages/extensions/src/placeholder/constants.ts	5	export const DEFAULT_DATA_ATTRIBUTE = 'placeholder'	CODE
LOW	packages/extensions/src/placeholder/placeholder.ts	18	setPlaceholder: (placeholder: PlaceholderOptions['placeholder']) => ReturnType	CODE
LOW	packages/extensions/src/placeholder/placeholder.ts	29	name: 'placeholder',	CODE
LOW	…s/src/placeholder/utils/createPlaceholderDecoration.ts	31	placeholder: PlaceholderOptions['placeholder']	CODE
LOW	…tension-collaboration-caret/src/collaboration-caret.ts	20	* @example { name: 'John Doe', color: '#305500' }	COMMENT
LOW	…tension-collaboration-caret/src/collaboration-caret.ts	68	* @example editor.commands.updateUser({ name: 'John Doe', color: '#305500' })	COMMENT
LOW	…-list/tests/integration/orderedListPhoneNumber.test.ts	45	content: [{ type: 'paragraph', content: [{ type: 'text', text: '555-1234' }] }],	CODE
LOW	packages/extension-link/tests/integration/link.test.ts	425	expect(shouldAutoLink('user@example.com')).toBe(true)	CODE
LOW	demos/src/Nodes/Mention/index.spec.ts	20	'<p><span data-type="mention" data-id="1" data-label="John Doe">@John Doe</span></p>',	CODE
LOW⚡	…iments/CollaborationMappingPerformance/React/index.tsx	24	'Lorem ipsum dolor sit amet, consectetur adipiscing elit.',	CODE
LOW⚡	…iments/CollaborationMappingPerformance/React/index.tsx	24	'Lorem ipsum dolor sit amet, consectetur adipiscing elit.',	CODE
LOW⚡	…iments/CollaborationMappingPerformance/React/index.tsx	30	'Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet.',	CODE
LOW⚡	…iments/CollaborationMappingPerformance/React/index.tsx	30	'Neque porro quisquam est, qui dolorem ipsum quia dolor sit amet.',	CODE

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	packages/core/src/helpers/getChangedRanges.test.ts	30	transform.addMark(2, 7, doc.type.schema.marks.bold.create())	CODE
CRITICAL	packages/extension-node-range/src/node-range.ts	94	this.editor.view.dom.classList.add('ProseMirror-noderangeselection')	CODE

Slop Phrases3 hits · 5 pts

Severity	File	Line	Snippet	Context
MEDIUM	demos/src/Examples/TransformPastedHTML/Vue/index.vue	127	<p><em>Note: The buttons above simulate the transform for demonstration purposes. Real paste events (Ctrl+V / Cm	CODE
MEDIUM	demos/src/Examples/TransformPastedHTML/React/index.jsx	78	<p><em>Note: The buttons above simulate the transform for demonstration purposes. Real paste events (Ctrl+V / Cmd+	CODE
LOW	demos/src/Examples/Default/React/index.tsx	38	I know, I know, this is impressive. It's only the tip of the iceberg though. Give it a try and click a little bit arou	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/make-demo.sh	19	# Check if the directory already exists	COMMENT

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	packages/vue/src/VueNodeViewRenderer.ts	181	// add support for scoped styles	COMMENT

ueberdosis/tiptap

Open-Source Code Quality, Security and Technical Debt Review