0.8

Adjusted Signal

0.8

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

12.8K

Stars

TypeScript

Language

100.4K

Lines of Code

896

Files

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 4.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 79 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 2 finding(s).

Agent Over-Engineering Ratio 2.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 56 finding(s).

PR Review Velocity Impact 4.2/100 · LOW

Which changes need focused human review? 81 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 2LOW 79

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 81 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 Identifiers56 hits · 56 pts

Severity	File	Line	Snippet	Context
LOW	packages/auto-scroll/__tests__/unit/_util.ts	245	export function setElementFromPointWithPath(path: Element[]): CleanupFn {	CODE
LOW	packages/auto-scroll/__tests__/unit/_util.ts	304	export function setupNestedScrollContainers(bubbleOrdered: BasicElementArgs[]): HTMLElement[] {	CODE
LOW	packages/auto-scroll/__tests__/unit/_util.ts	425	export function setupBasicScrollContainer({	CODE
LOW	…roll/__tests__/unit/overflow/cross-axis-hitbox.spec.ts	89	function getOverElementMainHitboxSize(edge: Edge) {	CODE
LOW	…kages/auto-scroll/src/unsafe-overflow/get-scroll-by.ts	29	function getIsDistanceDampeningEnabled(value: HitboxForEdge): boolean {	CODE
LOW	…eces/pinned-fields/experience/enhanced-drag-handle.tsx	137	export default function PinnedFieldsEnhancedDragHandle(): React.JSX.Element {	CODE
LOW	…es/pieces/pinned-fields/experience/migration-layer.tsx	10	export default function PinnedFieldReactBeautifulDnd(): React.JSX.Element {	CODE
LOW	…es/pieces/pinned-fields/experience/migration-layer.tsx	22	export function PinnedFieldReactBeautifulDndNoDraggingOutline(): React.JSX.Element {	CODE
LOW	…es/pieces/pinned-fields/experience/migration-layer.tsx	34	export function PinnedFieldReactBeautifulDndSubtle(): React.JSX.Element {	CODE
LOW	…pieces/pinned-fields/experience/current-guidelines.tsx	52	export default function PinnedFieldsWithCurrentGuidelines(): React.JSX.Element {	CODE
LOW	…eces/pinned-fields/experience/asana-native-preview.tsx	53	export default function AsanaFieldsWithNativePreview(): React.JSX.Element {	CODE
LOW	…ieces/pinned-fields/experience/react-beautiful-dnd.tsx	8	export default function PinnedFieldReactBeautifulDnd(): React.JSX.Element {	CODE
LOW	…pieces/pinned-fields/templates/react-beautiful-dnd.tsx	60	export default function PinnedFieldsReactBeautifulDndTemplate({	CODE
LOW	…/examples/pieces/pinned-fields/templates/atlassian.tsx	19	export default function PinnedFieldsAtlassianTemplate({	CODE
LOW	…xamples/pieces/subtasks/demo/linear-native-preview.tsx	84	export default function LinearTaskReorderingNativePreview(): React.JSX.Element {	CODE
LOW	…ocumentation/examples/pieces/tree-legacy/tree-item.tsx	163	function getParentLevelOfInstruction(instruction: Instruction): number {	CODE
LOW	…ocumentation/examples/pieces/tree-legacy/tree-item.tsx	266	function updateIsParentOfInstruction({ location }: { location: DragLocationHistory }) {	CODE
LOW	…pieces/hooks/use-prevent-scrolling-from-arrow-keys.tsx	11	export function usePreventScrollingFromArrowKeys({	CODE
LOW	…entire-entity-is-draggable-with-drag-handle-button.tsx	44	export function EntireEntityIsDraggableWithDragHandleButton(): React.JSX.Element {	CODE
LOW	…xamples/guidelines/only-draggable-from-drag-handle.tsx	47	export function OnlyDraggableFromDragHandle(): React.JSX.Element {	CODE
LOW	…amples/guidelines/hover-drag-handle-outside-bounds.tsx	80	export function HoverDragHandleOutsideBounds(): React.JSX.Element {	CODE
LOW	…ines/entire-entity-is-draggable-with-grouped-items.tsx	106	export function EntireEntityIsDraggableWithGroupedItems(): React.JSX.Element {	CODE
LOW	…mples/constellation/list-item/list-item-horizontal.tsx	9	export function ListItemHorizontalExample(): React.JSX.Element {	CODE
LOW	packages/core/__tests__/unit/_util.ts	126	export function setElementFromPointWithPath(path: Element[]): CleanupFn {	CODE
LOW	…kages/core/examples/drag-preview-with-transparency.tsx	153	function ItemPreserveOffsetOnSource() {	CODE
LOW	packages/core/examples/native/content.tsx	125	function DraggableAnchorWithNewUrl() {	CODE
LOW	packages/core/examples/native/content.tsx	146	function DraggableAnchorWithCustomPreview() {	CODE
LOW	packages/core/examples/native/content.tsx	191	function DraggableImageWithCustomPreview() {	CODE
LOW	packages/core/src/util/detect-broken-drag.ts	1	export function getBindingsForBrokenDrags({ onDragEnd }: { onDragEnd: () => void }): readonly [	CODE
LOW	…ges/core/src/adapter/drop-target-for-text-selection.ts	5	export function dropTargetForTextSelection(	CODE
LOW	…-native-drag-preview/set-custom-native-drag-preview.ts	46	export function setCustomNativeDragPreview({	CODE
LOW	packages/core/src/honey-pot-fix/make-honey-pot-fix.ts	38	function pullBackByHalfHoneyPotSize(point: Position): Position {	CODE
LOW	packages/core/src/honey-pot-fix/make-honey-pot-fix.ts	49	function preventGoingBackwardsOffScreen(point: Position): Position {	CODE
LOW	packages/core/src/honey-pot-fix/make-honey-pot-fix.ts	60	function preventGoingForwardsOffScreen(point: Position): Position {	CODE
LOW	…ey-pot-fix/get-element-from-point-without-honey-pot.ts	4	export function getElementFromPointWithoutHoneypot(client: Position): Element \| null {	CODE
LOW	…t-accessibility/examples/drag-handle-dropdown-menu.tsx	11	export default function DragHandleDropdownMenuExample(): React.JSX.Element {	CODE
LOW	…essibility/examples/drag-handle-button-small.vr.ap.tsx	5	export default function DragHandleButtonSmallExample(): React.JSX.Element {	CODE
LOW	packages/hitbox/src/get-reorder-destination-index.ts	3	export function getReorderDestinationIndex({	CODE
LOW	…react-beautiful-dnd-migration/__tests__/unit/_util.tsx	27	export function findPlaceholderInDroppable(	CODE
LOW	…react-beautiful-dnd-migration/__tests__/unit/_util.tsx	41	export function hasPlaceholderInDroppable(	CODE
LOW	…kages/react-beautiful-dnd-migration/codemods/utils.tsx	3	function getImportDeclarationsForPackage(	CODE
LOW	…kages/react-beautiful-dnd-migration/codemods/utils.tsx	11	export function getImportDeclarationsForRbd(	CODE
LOW	…kages/react-beautiful-dnd-migration/codemods/utils.tsx	36	function getImportedRbdComponentNames(	CODE
LOW	…eautiful-dnd-migration/src/drag-drop-context/index.tsx	194	function dispatchConsumerLifecycleEvent() {	CODE
LOW	…migration/src/drag-drop-context/draggable-location.tsx	16	function getDraggableLocationFromDraggableData({	CODE
LOW	…migration/src/drag-drop-context/draggable-location.tsx	58	function getDraggableLocationFromDroppableData({	CODE
LOW	…migration/src/utils/get-closest-positioned-element.tsx	6	function getClosestAbsolutePositionedElement(element: HTMLElement): HTMLElement \| null {	CODE
LOW	…migration/src/utils/get-closest-positioned-element.tsx	23	export function getClosestPositionedElement({	CODE
LOW	…-migration/src/utils/get-best-cross-axis-droppable.tsx	25	export function getBestCrossAxisDroppable({	CODE
LOW	…-migration/src/utils/find-closest-scroll-container.tsx	4	export function findClosestScrollContainer(element: HTMLElement): HTMLElement \| null {	CODE
LOW	…ration/src/utils/get-element-by-draggable-location.tsx	6	export function getElementByDraggableLocation(	CODE
LOW	…ration/src/droppable/drop-indicator/get-dimensions.tsx	147	export function getIndicatorSizeAndOffset({	CODE
LOW	…-migration/src/hooks/use-drop-target-for-draggable.tsx	11	export function useDropTargetForDraggable({	CODE
LOW	…gration/src/draggable/get-draggable-provided-style.tsx	57	export function getDraggableProvidedStyle({	CODE
LOW	…gration/src/draggable/use-draggable-state-snapshot.tsx	5	export function useDraggableStateSnapshot({	CODE
LOW	…tion/src/draggable/is-event-in-interactive-element.tsx	62	export default function isEventInInteractiveElement(draggable: Element, event: Event): boolean {	CODE

Over-Commented Block20 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	packages/documentation/examples/pieces/backlog/list.tsx	21		COMMENT
LOW	packages/documentation/examples/pieces/backlog/list.tsx	41	// closestEdgeOfTarget: null,	COMMENT
LOW	packages/core/__tests__/unit/server-side-usage.spec.ts	1	// Ideally we would use the "@jest-environment node" file pragma,	COMMENT
LOW	packages/core/examples/post-drop-bug-fix.tsx	321		COMMENT
LOW	packages/core/examples/post-drop-bug-fix.tsx	341	// },	COMMENT
LOW	packages/core/examples/post-drop-bug-fix.tsx	361	// Math.floor(pointerDown.x) === dragStart.x &&	COMMENT
LOW	packages/core/examples/post-drop-bug-fix.tsx	381	// },	COMMENT
LOW	packages/core/examples/post-drop-bug-fix.tsx	401		COMMENT
LOW	packages/core/examples/post-drop-bug-fix.tsx	421		COMMENT
LOW	packages/core/examples/post-drop-bug-fix.tsx	441	// 'dragleave',	COMMENT
LOW	packages/core/examples/post-drop-bug-fix.tsx	461		COMMENT
LOW	packages/core/examples/post-drop-bug-fix.tsx	481	// console.error(message, { lastDragOver, current });	COMMENT
LOW	packages/core/examples/post-drop-bug-fix.tsx	501	// {	COMMENT
LOW	packages/core/examples/post-drop-bug-fix.tsx	521	// // console.log('done');	COMMENT
LOW	…re/src/util/changing-window/count-events-for-safari.ts	61	// lift (+1 enterCount)	COMMENT
LOW	packages/core/src/util/media-types/html-media-type.ts	1	// Why we put the media types in their own files:	COMMENT
LOW	packages/core/src/util/media-types/url-media-type.ts	1	// Why we put the media types in their own files:	COMMENT
LOW	packages/core/src/util/media-types/text-media-type.ts	1	// Why we put the media types in their own files:	COMMENT
LOW	…rc/public-utils/element/disable-native-drag-preview.ts	1	// In order to disable the native drag preview you can	COMMENT
LOW	…nd-autoscroll/src/internal/window/get-window-scroll.ts	1	import type { Position } from '@atlaskit/pragmatic-drag-and-drop/internal-types';	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/auto-scroll/src/shared/scheduler.ts	46	// can leverage the same scheduler.	COMMENT

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ntation/examples/pieces/subtasks/demo/enhancements.tsx	73	* This is just for demonstration purposes.	COMMENT

Fake / Example Data2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	…ation/__tests__/unit/droppable/drop-indicator.test.tsx	357	expect(callsForColumnA[0][0]).not.toHaveProperty('placeholder', null);	CODE
LOW	…ation/__tests__/unit/droppable/drop-indicator.test.tsx	381	expect(callsForColumnA[0][0]).toHaveProperty('placeholder', null);	CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	packages/documentation/examples/data/people/index.tsx	142	export function getData({	CODE

atlassian/pragmatic-drag-and-drop

Open-Source Code Quality, Security and Technical Debt Review