2.9

Adjusted Signal

2.9

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

51.2K

Stars

TypeScript

Language

811.0K

Lines of Code

3.9K

Files

1.6K

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 6.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1047 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

Are imports declared and package/API names verified? 38 finding(s).

Agent Over-Engineering Ratio 10.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1145 finding(s).

PR Review Velocity Impact 14.9/100 · LOW

Which changes need focused human review? 1571 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 6HIGH 3MEDIUM 490LOW 1072

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 1571 distinct pattern matches across 13 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.

Decorative Section Separators486 hits · 1207 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	880	// ┌─────────────────────────────────────────────────────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	882	// │ ┌────────────────────────┐ ┌──────────────────────┐ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	886	// │ └────────────────────────┘ └──────────────────────┘ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	887	// └─────────────────────────────────────────────────────────┘	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	979	// ┌─────────────────────────────────────────────────────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	981	// │ ┌────────────────────────┐ ┌──────────────────────┐ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	986	// │ └────────────────────────┘ └──────────────────────┘ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	987	// └─────────────────────────────────────────────────────────┘	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1142	// ┌───────────┼────┼────────────────────────────────────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1144	// │ ┌─────────┼────┼─────────┐ ┌──────────────────────┐ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1148	// │ └─────────┼────┼─────────┘ └──────────────────────┘ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1149	// └───────────┼────┼────────────────────────────────────────┘	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1167	// ┌─────────────────────────────────────────────────────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1169	// │ ┌────────────────────────┐ ┌──────────────────────┐ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1174	// │ └────────────────────────┘ └──────────────────────┘ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1175	// └─────────────────────────────────────────────────────────┘	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1614	// ┌─────────────────────────────────────────────────────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1616	// │ ┌────────────────────────┐ ┌──────────────────────┐ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1621	// │ └────────────────────────┘ └──────────────────────┘ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1622	// └─────────────────────────────────────────────────────────┘	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1723	// ┌─────────────────────────────────────────────────────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1725	// │ ┌────────────────────────┐ ┌──────────────────────┐ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1730	// │ └────────────────────────┘ └──────────────────────┘ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1731	// └─────────────────────────────────────────────────────────┘	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1955	// // ┌─────────────────────────────────────────────────────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1957	// // │ ┌────────────────────────┐ ┌──────────────────────┐ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1962	// // │ └────────────────────────┘ └──────────────────────┘ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	1963	// // └─────────────────────────────────────────────────────────┘	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	2040	// ┌─────────────────────────────────────────────────────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	2042	// │ ┌────────────────────────┐ ┌──────────────────────┐ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	2047	// │ └────────────────────────┘ └──────────────────────┘ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/groups.test.tsx	2048	// └─────────────────────────────────────────────────────────┘	COMMENT
MEDIUM	packages/tldraw/src/test/groups.test.tsx	948	// ┌──────────────────┐	COMMENT
MEDIUM	packages/tldraw/src/test/groups.test.tsx	953	// └──────────────────┘	COMMENT
MEDIUM	packages/tldraw/src/test/groups.test.tsx	1286	// ┌──────────────────────────────┐	COMMENT
MEDIUM	packages/tldraw/src/test/groups.test.tsx	1298	// └──────────────────────────────┘	COMMENT
MEDIUM	packages/tldraw/src/test/groups.test.tsx	1851	// ┌──────────────────────────────┐	COMMENT
MEDIUM	packages/tldraw/src/test/groups.test.tsx	1863	// └──────────────────────────────┘	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	342	// ┌──────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	348	// 10 └──────────┘	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	353	// 20 ┌──────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	359	// 30 └──────────┘	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	367	// ┌──────────────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	375	// └──────────────────O	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	388	// ┌──────────────────────────────────────────────────────────────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	389	// │ ┌───────────────────────┐ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	393	// │ └───────────────────────┘ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	396	// │ ┌───────────────────────┐ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	400	// │ └───────────────────────┘ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	401	// └──────────────────────────────────────────────────────────────────O	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	409	// ┌─────────────────────────────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	410	// │ ┌──────────┐ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	419	// 20 │ └──────────┘ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	427	// 40 │ ┌──────────┐ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	436	// 60 │ └──────────┘ │	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	437	// └─────────────────────────────────O	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	446	// O───────────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	454	// └───────────────┘	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	463	// ┌───────────────────────────────────┐	COMMENT
MEDIUM⚡	packages/tldraw/src/test/resizing.test.ts	464	// │ ┌──────────┐ │	COMMENT
426 more matches not shown…

Hyper-Verbose Identifiers659 hits · 651 pts

Severity	File	Line	Snippet	Context
LOW	internal/scripts/generate-tldraw-package-docs.ts	27	export function generateTldrawPackageDocs({	CODE
LOW	internal/scripts/api-check.ts	46	function getTempDeclarationFilename(packageName: string): string {	CODE
LOW	internal/scripts/refresh-assets.ts	196	async function optimizeAndMergeDotcomIcons() {	CODE
LOW	internal/scripts/refresh-assets.ts	418	async function writeUrlBasedAssetDeclarationFile() {	CODE
LOW	internal/scripts/refresh-assets.ts	455	async function writeImportBasedAssetDeclarationFile(	CODE
LOW	internal/scripts/refresh-assets.ts	495	async function writeSelfHostedAssetDeclarationFile(): Promise<void> {	CODE
LOW	internal/scripts/refresh-assets.ts	532	async function writeAssetDeclarationDTSFile() {	CODE
LOW	internal/scripts/trigger-sdk-hotfix.ts	56	async function cherryPickTakingReleaseNotesFromCommit(commitSha: string) {	CODE
LOW	internal/scripts/check-circular-deps.ts	103	async function checkPackageForCircularDependencies(packageName: string, packageEntryPath: string) {	CODE
LOW	internal/scripts/publish-editor-extensions.ts	57	async function copyExtensionToReleaseFolder(version: string) {	CODE
LOW	internal/scripts/deploy-dotcom.ts	231	async function deployWorkersInDependencyOrder({	CODE
LOW	internal/scripts/deploy-dotcom.ts	532	async function deployTldrawUserContentWorker({ dryRun }: { dryRun: boolean }) {	CODE
LOW	internal/scripts/deploy-dotcom.ts	802	function renderFlyioReplicationManagerToml(appName: string, backupPath: string): string {	CODE
LOW	internal/scripts/deploy-dotcom.ts	830	function renderFlyioViewSyncerToml(	CODE
LOW	internal/scripts/deploy-dotcom.ts	878	async function deployZeroViaFlyIoMultiNode() {	CODE
LOW	internal/scripts/deploy-dotcom.ts	1022	async function coalesceWithPreviousAssets(assetsDir: string) {	CODE
LOW	internal/scripts/export-template.ts	151	async function setWorkspaceDependenciesToLatest(dependencies?: Record<string, string>) {	CODE
LOW	internal/scripts/prune-preview-deploys.ts	71	async function listPreviewWorkerDeployments() {	CODE
LOW	internal/scripts/prune-preview-deploys.ts	192	async function deletePreviewWorkerDeployment(id: string) {	CODE
LOW	internal/scripts/lib/publishing.ts	75	async function stageAllPackageJsonChanges() {	CODE
LOW	internal/scripts/lib/publishing.ts	102	export async function getLatestTldrawVersionFromNpm({	CODE
LOW	internal/scripts/lib/publishing.ts	307	export async function publishProductionDocsAndExamplesAndBemo({	CODE
LOW	internal/scripts/lib/publishing.ts	338	export async function triggerBumpVersionsWorkflow(ghToken: string) {	CODE
LOW	internal/scripts/lib/labels.ts	42	export function formatLabelOptionsForPRTemplate() {	CODE
LOW	packages/validate/DOCS.md	808	function validateAndProcess(data: unknown) {	CODE
LOW⚡	packages/tldraw/api-report.api.md	1297	export function defaultHandleExternalExcalidrawContent(editor: Editor, { point, content }: {	CODE
LOW⚡	packages/tldraw/api-report.api.md	1303	export function defaultHandleExternalFileAsset(editor: Editor, { file, assetId }: TLFileExternalAsset, options: TLDefaul	CODE
LOW⚡	packages/tldraw/api-report.api.md	1306	export function defaultHandleExternalFileContent(editor: Editor, { point, files }: {	CODE
LOW⚡	packages/tldraw/api-report.api.md	1312	export function defaultHandleExternalFileReplaceContent(editor: Editor, { file, shapeId }: TLFileReplaceExternalContent,	CODE
LOW⚡	packages/tldraw/api-report.api.md	1315	export function defaultHandleExternalSvgTextContent(editor: Editor, { point, text }: {	CODE
LOW⚡	packages/tldraw/api-report.api.md	1321	export function defaultHandleExternalTextContent(editor: Editor, { point, text, html }: {	CODE
LOW⚡	packages/tldraw/api-report.api.md	1328	export function defaultHandleExternalTldrawContent(editor: Editor, { point, content }: {	CODE
LOW⚡	packages/tldraw/api-report.api.md	1334	export function defaultHandleExternalUrlAsset(editor: Editor, { url }: TLUrlExternalAsset, { toasts, msg }: TLDefaultExt	CODE
LOW⚡	packages/tldraw/api-report.api.md	1337	export function defaultHandleExternalUrlContent(editor: Editor, { point, url, shapeId }: {	CODE
LOW⚡	packages/tldraw/api-report.api.md	1347	export function DefaultHelperButtonsContent(): JSX.Element;	CODE
LOW⚡	packages/tldraw/api-report.api.md	3321	export function renderHtmlFromRichTextForMeasurement(editor: Editor, richText: TLRichText_2): string;	CODE
LOW⚡	packages/tldraw/api-report.api.md	3324	export function renderHtmlFromRichTextWithExtensions(richText: TLRichText_2, extensions: Extensions): string;	CODE
LOW⚡	packages/tldraw/api-report.api.md	3327	export function renderPlaintextFromRichText(editor: Editor, richText: TLRichText_2): string;	CODE
LOW⚡	packages/tldraw/api-report.api.md	4263	export function TldrawUiComponentsProvider({ overrides, children, }: TLUiComponentsProviderProps): JSX.Element;	CODE
LOW⚡	packages/tldraw/api-report.api.md	4269	export function TldrawUiContextualToolbar({ children, className, isMousingDown, getSelectionBounds, changeOnlyWhenYChang	CODE
LOW⚡	packages/tldraw/api-report.api.md	4275	export function TldrawUiDialogCloseButton(): JSX.Element;	CODE
LOW⚡	packages/tldraw/api-report.api.md	4290	export function TldrawUiDropdownMenuCheckboxItem({ children, onSelect, ...rest }: TLUiDropdownMenuCheckboxItemProps): JS	CODE
LOW⚡	packages/tldraw/api-report.api.md	4293	export function TldrawUiDropdownMenuContent({ className, side, align, sideOffset, alignOffset, collisionPadding, childre	CODE
LOW⚡	packages/tldraw/api-report.api.md	4296	export function TldrawUiDropdownMenuGroup({ className, children }: TLUiDropdownMenuGroupProps): JSX.Element;	CODE
LOW⚡	packages/tldraw/api-report.api.md	4299	export function TldrawUiDropdownMenuIndicator(): JSX.Element;	CODE
LOW⚡	packages/tldraw/api-report.api.md	4311	export function TldrawUiDropdownMenuSubContent({ id, alignOffset, sideOffset, size, children, }: TLUiDropdownMenuSubCont	CODE
LOW⚡	packages/tldraw/api-report.api.md	4314	export function TldrawUiDropdownMenuSubTrigger({ id, label, title, disabled, }: TLUiDropdownMenuSubTriggerProps): JSX.El	CODE
LOW⚡	packages/tldraw/api-report.api.md	4317	export function TldrawUiDropdownMenuTrigger({ children, ...rest }: TLUiDropdownMenuTriggerProps): JSX.Element;	CODE
LOW⚡	packages/tldraw/api-report.api.md	4329	export function TldrawUiInFrontOfTheCanvas(): JSX.Element;	CODE
LOW⚡	packages/tldraw/api-report.api.md	4338	export function TldrawUiMenuActionCheckboxItem({ actionId, whenDisabled, disabled, checked, ...rest }: TLUiMenuActionChe	CODE
LOW⚡	packages/tldraw/api-report.api.md	4347	export function TldrawUiMenuContextProvider({ type, sourceId, children, }: TLUiMenuContextProviderProps): JSX.Element;	CODE
LOW	packages/tldraw/api-report.api.md	662	export function CenteredTopPanelContainer({ maxWidth, ignoreRightWidth, stylePanelWidth, marginBetweenZones, squeezeAmou	CODE
LOW	packages/tldraw/api-report.api.md	681	export function centerSelectionAroundPoint(editor: Editor, position: VecLike): void;	CODE
LOW	packages/tldraw/api-report.api.md	802	export function ConvertToBookmarkMenuItem(): JSX.Element;	CODE
LOW	packages/tldraw/api-report.api.md	1131	export function DefaultActionsMenuContent(): JSX.Element;	CODE
LOW	packages/tldraw/api-report.api.md	1148	export function DefaultContextMenuContent(): JSX.Element;	CODE
LOW	packages/tldraw/api-report.api.md	1172	export function DefaultFollowingIndicator(): JSX.Element \| null;	CODE
LOW	packages/tldraw/api-report.api.md	1379	export function DefaultKeyboardShortcutsDialogContent(): JSX.Element;	CODE
LOW	packages/tldraw/api-report.api.md	1397	export function DefaultNoteShapeAttribution({ name, firstName, color, scale, variant, }: TLNoteShapeAttributionProps): J	CODE
LOW	packages/tldraw/api-report.api.md	1423	export function DefaultPeopleMenuFacePile({ userIds, userName, userColor, }: TLUiPeopleMenuFacePileProps): JSX.Element;	CODE
599 more matches not shown…

Over-Commented Block270 hits · 204 pts

Severity	File	Line	Snippet	Context
LOW	socket.yml	1	version: 2	COMMENT
LOW	internal/scripts/i18n-fix-strings.ts	1	import { Key, LokaliseApi } from '@lokalise/node-api'	COMMENT
LOW	internal/scripts/publish-patch.ts	61		COMMENT
LOW	internal/scripts/i18n-extract.ts	1	import { execFileSync } from 'child_process'	COMMENT
LOW	internal/scripts/deploy-dotcom.ts	281	env.MULTIPLAYER_SERVER = `https://${previewId}-tldraw-multiplayer.tldraw.workers.dev`	COMMENT
LOW	internal/scripts/i18n-upload-strings.ts	1	import fs from 'fs'	COMMENT
LOW	internal/scripts/lib/didAnyPackageChange.ts	61	filePath: string	COMMENT
LOW	internal/scripts/lib/publishing.ts	141	// short-lived publish token automatically.	COMMENT
LOW	packages/tldraw/src/test/TldrawEditor.test.tsx	121	// shapeUtils={[GroupShapeUtil]}	COMMENT
LOW	packages/tldraw/src/test/TldrawEditor.test.tsx	141	// ErrorFallback: ({ error }) => {	COMMENT
LOW	packages/tldraw/src/test/groups.test.tsx	941		COMMENT
LOW	packages/tldraw/src/test/groups.test.tsx	1061		COMMENT
LOW	packages/tldraw/src/test/groups.test.tsx	1101	expect(editor.getFocusedGroupId()).toBe(editor.getCurrentPageId())	COMMENT
LOW	packages/tldraw/src/test/groups.test.tsx	1141	// group C │ │	COMMENT
LOW	packages/tldraw/src/test/groups.test.tsx	1281		COMMENT
LOW	packages/tldraw/src/test/groups.test.tsx	1721	beforeEach(() => {	COMMENT
LOW	packages/tldraw/src/test/groups.test.tsx	1841		COMMENT
LOW	packages/tldraw/src/test/groups.test.tsx	1941	w: 130,	COMMENT
LOW	packages/tldraw/src/test/groups.test.tsx	1961	// // │ │ └───┘ └───┘ │ │ └───┘ └───┘ │ │	COMMENT
LOW	packages/tldraw/src/test/groups.test.tsx	1981	// editor.select(groupAId, groupBId)	COMMENT
LOW	packages/tldraw/src/test/groups.test.tsx	2001	// editor.select(groupAId)	COMMENT
LOW	packages/tldraw/src/test/groups.test.tsx	2021	// editor.select(ids.boxA)	COMMENT
LOW	packages/tldraw/src/test/groups.test.tsx	2041	// │ group A group B │	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	341	//	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	361	})	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	381	expect(roundedPageBounds(ids.boxA)).toMatchObject({ x: 0, y: 0, w: 5, h: 5 })	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	401	// └──────────────────────────────────────────────────────────────────O	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	421	// │ │	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	441	expect(roundedPageBounds(ids.boxB)).toMatchObject({ x: 20, y: 40, w: 10, h: 20 })	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	461		COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	481	w: 60,	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	501		COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	581	// │ │ │ │	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	601	// │ │ │ │	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	621	// │ │ │ │	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	641	// │ │ A │ │	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	681	// │ ┌───┐ │	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	701	// │ ┌──────────┐ │	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	721	})	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1241		COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1281	`)	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1321	// x ┌────────────────────┐	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1361	// │ │ │	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1381	// │ │ │	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1401	// │ │ │ X │ │ │ │	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1421	expect(editor.getShape(ids.boxX)).toMatchObject({ x: 80, y: 80, props: { w: 80, h: 80 } })	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1461	describe('snapping while resizing from center', () => {	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1541	})	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1581	// 40 │ │	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1601	[	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1641	]	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1681	// 20 └───┘	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1741	"20,20 60,20 80,20 120,20",	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1781	// 0 ┌───┐	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1821	//	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1841	})	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1901	})	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	1961	]	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	2001	// 40 ┌──────────────────┐	COMMENT
LOW	packages/tldraw/src/test/resizing.test.ts	2021	"120,40 120,60 120,80 120,120",	COMMENT
210 more matches not shown…

Structural Annotation Overuse67 hits · 109 pts

Severity	File	Line	Snippet	Context
LOW	internal/scripts/profile-typescript.ts	52	// Step 1: Count files being processed	COMMENT
LOW	internal/scripts/profile-typescript.ts	66	// Step 2: Calculate tsbuildinfo cache size	COMMENT
LOW	internal/scripts/profile-typescript.ts	101	// Step 3: Run extended diagnostics	COMMENT
LOW	internal/scripts/profile-typescript.ts	130	// Step 4: Generate trace file	COMMENT
LOW	internal/scripts/profile-typescript.ts	179	// Step 5: Generate markdown report	COMMENT
LOW	internal/scripts/profile-tsserver.ts	66	// Step 1: Get project info	COMMENT
LOW	internal/scripts/profile-tsserver.ts	91	// Step 2: Check for existing TSServer logs	COMMENT
LOW	internal/scripts/profile-tsserver.ts	118	// Step 3: Start a TSServer instance for profiling	COMMENT
LOW	internal/scripts/profile-tsserver.ts	249	// Step 4: Generate report	COMMENT
LOW	packages/tldraw/src/lib/shapes/shared/PathBuilder.tsx	282	// Step 1: Compute (x1', y1') - transform from ellipse coordinate system to unit circle	COMMENT
LOW	packages/tldraw/src/lib/shapes/shared/PathBuilder.tsx	296	// Step 2: Compute (cx', cy') - center of ellipse in transformed system	COMMENT
LOW⚡	packages/tldraw/src/lib/shapes/shared/PathBuilder.tsx	310	// Step 3: Compute (cx, cy) from (cx', cy') - transform back to original coordinate system	COMMENT
LOW⚡	packages/tldraw/src/lib/shapes/shared/PathBuilder.tsx	314	// Step 4: Compute the start and end angles	COMMENT
LOW	…or/managers/SpatialIndexManager/SpatialIndexManager.ts	152	// Step 1: seed the dirty set from the record diffs.	COMMENT
LOW	…or/managers/SpatialIndexManager/SpatialIndexManager.ts	206	// Step 2: a moved record moves the page transforms of all its	COMMENT
LOW	…or/managers/SpatialIndexManager/SpatialIndexManager.ts	222	// Step 3: expand to a fixpoint. Any shape whose bounds may have changed	COMMENT
LOW	…or/managers/SpatialIndexManager/SpatialIndexManager.ts	240	// Step 4: recheck only the dirty shapes' bounds. The batch stays empty	COMMENT
LOW⚡	…gent/shared/format/convertFocusedShapeToTldrawShape.ts	673	// Step 1: Find the best anchor point on the shape	COMMENT
LOW⚡	…gent/shared/format/convertFocusedShapeToTldrawShape.ts	679	// Step 2: Convert anchor point to normalized coordinates (0-1 range within shape bounds)	COMMENT
LOW⚡	…gent/shared/format/convertFocusedShapeToTldrawShape.ts	685	// Step 3: Clamp normalized coordinates to valid range [0, 1]	COMMENT
LOW⚡	…gent/shared/format/convertFocusedShapeToTldrawShape.ts	691	// Step 4: Validate that the clamped anchor point is still within the shape geometry. This is necessary because the abo	COMMENT
LOW	skills/review-docs/SKILL.md	86	## Step 1: Initial evaluation	COMMENT
LOW	skills/review-docs/SKILL.md	188	## Step 2: Summarize and prompt user	COMMENT
LOW	skills/review-docs/SKILL.md	219	## Step 3: Triage (before improvement)	COMMENT
LOW	skills/review-docs/SKILL.md	230	## Step 4: Improve	COMMENT
LOW	skills/review-docs/SKILL.md	296	## Step 5: Verification evaluation	COMMENT
LOW	skills/review-docs/SKILL.md	371	## Step 6: Loop	COMMENT
LOW	skills/pr-walkthrough/SKILL.md	31	### Step 1: Understand the PR	COMMENT
LOW	skills/pr-walkthrough/SKILL.md	56	### Step 2: Write the narration	COMMENT
LOW	skills/pr-walkthrough/SKILL.md	68	### Step 3: Generate audio and timestamps	COMMENT
LOW	skills/pr-walkthrough/SKILL.md	111	### Step 4: Write the manifest	COMMENT
LOW	skills/pr-walkthrough/SKILL.md	117	### Step 5: Render the video	COMMENT
LOW	skills/skill-creator/SKILL.md	215	### Step 1: Understanding the Skill with Concrete Examples	COMMENT
LOW	skills/skill-creator/SKILL.md	232	### Step 2: Planning the Reusable Skill Contents	COMMENT
LOW	skills/skill-creator/SKILL.md	256	### Step 3: Initializing the Skill	COMMENT
LOW	skills/skill-creator/SKILL.md	279	### Step 4: Edit the Skill	COMMENT
LOW	skills/skill-creator/SKILL.md	320	### Step 5: Packaging a Skill	COMMENT
LOW	skills/skill-creator/SKILL.md	346	### Step 6: Iterate	COMMENT
LOW	skills/tldraw-migrate/SKILL.md	44	## Step 1: Understand the environment	COMMENT
LOW	skills/tldraw-migrate/SKILL.md	57	## Step 2: Upgrade packages	COMMENT
LOW	skills/tldraw-migrate/SKILL.md	66	## Step 3: Identify all TypeScript errors	COMMENT
LOW	skills/tldraw-migrate/SKILL.md	82	## Step 4: Fix errors in order of impact	COMMENT
LOW	skills/tldraw-migrate/SKILL.md	96	## Step 5: Fix deprecations	COMMENT
LOW	skills/tldraw-migrate/SKILL.md	126	## Step 6: Verify	COMMENT
LOW	skills/tldraw-migrate/SKILL.md	149	## Step 7: Report	COMMENT
LOW	apps/mcp-app/.claude/skills/add-app-to-server/SKILL.md	58	## Step 1: Analyze Existing Tools	COMMENT
LOW	apps/mcp-app/.claude/skills/add-app-to-server/SKILL.md	77	## Step 2: Add Dependencies	COMMENT
LOW	apps/mcp-app/.claude/skills/add-app-to-server/SKILL.md	88	## Step 3: Set Up the Build Pipeline	COMMENT
LOW	apps/mcp-app/.claude/skills/add-app-to-server/SKILL.md	143	## Step 4: Convert Tools to App Tools	COMMENT
LOW	apps/mcp-app/.claude/skills/add-app-to-server/SKILL.md	192	## Step 5: Register Resources	COMMENT
LOW	apps/mcp-app/.claude/skills/add-app-to-server/SKILL.md	221	## Step 6: Build the UI	COMMENT
LOW	apps/mcp-app/.claude/skills/convert-web-app/SKILL.md	63	## Step 1: Analyze the Existing Web App	COMMENT
LOW	apps/mcp-app/.claude/skills/convert-web-app/SKILL.md	90	## Step 2: Investigate CSP Requirements	COMMENT
LOW	apps/mcp-app/.claude/skills/convert-web-app/SKILL.md	111	## Step 3: Set Up the MCP Server	COMMENT
LOW	apps/mcp-app/.claude/skills/convert-web-app/SKILL.md	201	## Step 4: Adapt the Build Pipeline	COMMENT
LOW	apps/mcp-app/.claude/skills/convert-web-app/SKILL.md	252	## Step 5: Add MCP App Initialization Alongside Existing Logic	COMMENT
LOW	apps/mcp-app/.claude/skills/convert-web-app/SKILL.md	407	## Step 6: Add Host Styling Integration (MCP Mode Only)	COMMENT
LOW	apps/dotcom/sync-worker/src/adminRoutes.ts	1218	// Step 1: Find all groups the user is the only owner of	COMMENT
LOW	apps/dotcom/sync-worker/src/adminRoutes.ts	1253	// Step 2: Soft delete groups (the cleanup_deleted_group_trigger will soft delete their files)	COMMENT
LOW	apps/dotcom/sync-worker/src/adminRoutes.ts	1284	// Step 5: Hard delete groups and user in a transaction	COMMENT
7 more matches not shown…

Hallucination Indicators6 hits · 60 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ages/tldraw/src/lib/ui/hooks/useCollaborationStatus.ts	18	return editor.store.props.collaboration.status.get()	CODE
CRITICAL	packages/editor/src/lib/editor/Editor.ts	986	const user = this.store.props.users.currentUser.get()	CODE
CRITICAL	packages/editor/src/lib/editor/Editor.ts	4445	const user = this.store.props.users.currentUser.get()	CODE
CRITICAL	packages/editor/src/lib/editor/Editor.ts	6847	const binding = this.store.schema.types.binding.create({	CODE
CRITICAL	apps/dotcom/client/src/tla/utils/slurping.tsx	88	if (this.opts.editor.store.query.records('shape').get().length === 0) {	CODE
CRITICAL	…rs/attribution-timeline/AttributionTimelineExample.tsx	101	const user = editor.store.props.users.currentUser.get()	CODE

Verbosity Indicators35 hits · 60 pts

Severity	File	Line	Snippet	Context
LOW	internal/scripts/profile-typescript.ts	52	// Step 1: Count files being processed	COMMENT
LOW	internal/scripts/profile-typescript.ts	66	// Step 2: Calculate tsbuildinfo cache size	COMMENT
LOW	internal/scripts/profile-typescript.ts	101	// Step 3: Run extended diagnostics	COMMENT
LOW	internal/scripts/profile-typescript.ts	130	// Step 4: Generate trace file	COMMENT
LOW	internal/scripts/profile-typescript.ts	179	// Step 5: Generate markdown report	COMMENT
LOW	internal/scripts/profile-tsserver.ts	66	// Step 1: Get project info	COMMENT
LOW	internal/scripts/profile-tsserver.ts	91	// Step 2: Check for existing TSServer logs	COMMENT
LOW	internal/scripts/profile-tsserver.ts	118	// Step 3: Start a TSServer instance for profiling	COMMENT
LOW	internal/scripts/profile-tsserver.ts	249	// Step 4: Generate report	COMMENT
LOW	…w/src/lib/tools/SelectTool/childStates/EditingShape.ts	73	// In the case where on pointer down we hit a shape's label, we need to check if the user is dragging.	COMMENT
LOW	…es/tldraw/src/lib/tools/SelectTool/childStates/Idle.ts	642	// we need to check if the canvas was initially selecting something before continuing.	COMMENT
LOW	packages/tldraw/src/lib/shapes/shared/PathBuilder.tsx	282	// Step 1: Compute (x1', y1') - transform from ellipse coordinate system to unit circle	COMMENT
LOW	packages/tldraw/src/lib/shapes/shared/PathBuilder.tsx	296	// Step 2: Compute (cx', cy') - center of ellipse in transformed system	COMMENT
LOW⚡	packages/tldraw/src/lib/shapes/shared/PathBuilder.tsx	310	// Step 3: Compute (cx, cy) from (cx', cy') - transform back to original coordinate system	COMMENT
LOW⚡	packages/tldraw/src/lib/shapes/shared/PathBuilder.tsx	314	// Step 4: Compute the start and end angles	COMMENT
LOW	packages/tlschema/src/records/TLBinding.ts	78	? // if it's a default binding type we need to check if it's been overridden	CODE
LOW	packages/tlschema/src/records/TLShape.ts	107	? // if it's a default shape type we need to check if it's been overridden	CODE
LOW	…or/managers/SpatialIndexManager/SpatialIndexManager.ts	152	// Step 1: seed the dirty set from the record diffs.	COMMENT
LOW	…or/managers/SpatialIndexManager/SpatialIndexManager.ts	206	// Step 2: a moved record moves the page transforms of all its	COMMENT
LOW	…or/managers/SpatialIndexManager/SpatialIndexManager.ts	222	// Step 3: expand to a fixpoint. Any shape whose bounds may have changed	COMMENT
LOW	…or/managers/SpatialIndexManager/SpatialIndexManager.ts	240	// Step 4: recheck only the dirty shapes' bounds. The batch stays empty	COMMENT
LOW⚡	…gent/shared/format/convertFocusedShapeToTldrawShape.ts	673	// Step 1: Find the best anchor point on the shape	COMMENT
LOW⚡	…gent/shared/format/convertFocusedShapeToTldrawShape.ts	679	// Step 2: Convert anchor point to normalized coordinates (0-1 range within shape bounds)	COMMENT
LOW⚡	…gent/shared/format/convertFocusedShapeToTldrawShape.ts	685	// Step 3: Clamp normalized coordinates to valid range [0, 1]	COMMENT
LOW⚡	…gent/shared/format/convertFocusedShapeToTldrawShape.ts	691	// Step 4: Validate that the clamped anchor point is still within the shape geometry. This is necessary because the abo	COMMENT
LOW	apps/dotcom/sync-worker/src/adminRoutes.ts	1218	// Step 1: Find all groups the user is the only owner of	COMMENT
LOW	apps/dotcom/sync-worker/src/adminRoutes.ts	1253	// Step 2: Soft delete groups (the cleanup_deleted_group_trigger will soft delete their files)	COMMENT
LOW	apps/dotcom/sync-worker/src/adminRoutes.ts	1284	// Step 5: Hard delete groups and user in a transaction	COMMENT
LOW	…les/e2e/tests/test-a11y-style-panel-navigation.spec.ts	32	// Step 1: Press Enter to start editing the label	COMMENT
LOW⚡	…les/e2e/tests/test-a11y-style-panel-navigation.spec.ts	43	// Step 2: Press Escape to exit editing mode	COMMENT
LOW⚡	…les/e2e/tests/test-a11y-style-panel-navigation.spec.ts	50	// Step 3: Press Cmd+Enter to focus the style panel	COMMENT
LOW	…les/e2e/tests/test-a11y-style-panel-navigation.spec.ts	63	// Step 4: Use arrow keys to navigate to a different color (assuming color buttons are first)	COMMENT
LOW⚡	…les/e2e/tests/test-a11y-style-panel-navigation.spec.ts	76	// Step 5: Press Enter to select the color	COMMENT
LOW⚡	…les/e2e/tests/test-a11y-style-panel-navigation.spec.ts	79	// Step 6: Press Escape to return focus to the shape. The Escape keydown	COMMENT
LOW⚡	…les/e2e/tests/test-a11y-style-panel-navigation.spec.ts	84	// Step 7: Press Enter again to edit the label. Selecting a colour above makes	COMMENT

Fake / Example Data31 hits · 37 pts

Severity	File	Line	Snippet	Context
LOW	packages/validate/DOCS.md	566	phone: '555-1234',	CODE
LOW	packages/state/README.md	95	console.log(fullName.get()) // "John Doe"	CODE
LOW	packages/state/README.md	98	console.log(fullName.get()) // "Jane Doe" - automatically updated!	CODE
LOW	packages/state/DOCS.md	135	console.log(fullName.get()) // "John Doe"	CODE
LOW	packages/state/DOCS.md	141	console.log(fullName.get()) // "Jane Doe"	CODE
LOW⚡	packages/state/DOCS.md	180	console.log(user.getFullName()) // "John Doe"	CODE
LOW⚡	packages/state/DOCS.md	183	console.log(user.getFullName()) // "Jane Doe"	CODE
LOW⚡	packages/state/DOCS.md	191	console.log(fullNameComputed.get()) // "John Doe"	CODE
LOW	packages/state/src/lib/Computed.ts	186	* console.log(fullName.get()) // "John Doe"	COMMENT
LOW	packages/state/src/lib/Computed.ts	188	* console.log(fullName.get()) // "Jane Doe"	COMMENT
LOW⚡	packages/state/src/lib/__tests__/transactions.test.ts	30	expect(name).toBe('John Doe')	CODE
LOW⚡	packages/state/src/lib/__tests__/transactions.test.ts	37	expect(name).toBe('John Doe')	CODE
LOW⚡	packages/state/src/lib/__tests__/transactions.test.ts	41	expect(name).toBe('John Doe')	CODE
LOW⚡	packages/state/src/lib/__tests__/transactions.test.ts	47	expect(name).toBe('John Doe')	CODE
LOW⚡	packages/state/src/lib/__tests__/transactions.test.ts	56	expect(fullName.get()).toBe('John Doe')	CODE
LOW⚡	packages/state/src/lib/__tests__/transactions.test.ts	57	expect(name).toBe('John Doe')	CODE
LOW	packages/state/src/lib/__tests__/transactions.test.ts	222	expect(fullName.get()).toBe('John Doe')	CODE
LOW	packages/dotcom-shared/src/mutators.test.ts	24	email: 'test@test.com',	CODE
LOW	packages/worker-shared/src/bookmarks.test.ts	204	author: 'John Doe',	CODE
LOW	packages/worker-shared/src/bookmarks.test.ts	240	author: 'John Doe',	CODE
LOW	packages/store/src/lib/StoreListeners.test.ts	211	const visit = Visit.create({ visitorName: 'John Doe' })	CODE
LOW	packages/store/src/lib/Store.test.ts	200	store.put([Author.create({ name: 'J.R.R Tolkein' }), Visit.create({ visitorName: 'John Doe' })])	CODE
LOW	packages/store/src/lib/Store.test.ts	275	Visit.create({ visitorName: 'John Doe', id: Visit.createId('doe') }),	CODE
LOW	packages/store/src/lib/StoreSchema.ts	374	* { id: 'book:1', typeName: 'book', title: '', author: 'Jane Doe' },	COMMENT
LOW	apps/dotcom/sync-worker/src/utils/featureFlags.test.ts	234	expect(parseAllowlistEmails(['a@example.com', 'b@example.org'])).toEqual([	CODE
LOW	apps/dotcom/sync-worker/src/utils/featureFlags.test.ts	236	'b@example.org',	CODE
LOW	…rc/examples/shapes/tools/layout-bindings/snapshot.json	122	"placeholder": false	CODE
LOW	…rc/examples/shapes/tools/layout-bindings/snapshot.json	134	"placeholder": false	CODE
LOW	…rc/examples/shapes/tools/layout-bindings/snapshot.json	146	"placeholder": false	CODE
LOW	…rc/examples/shapes/tools/layout-bindings/snapshot.json	158	"placeholder": false	CODE
LOW	…rc/examples/shapes/tools/layout-bindings/snapshot.json	170	"placeholder": false	CODE

AI Slop Vocabulary4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/utils/src/lib/version.test.ts	417	// This test checks that the system is robust against different global contexts	COMMENT
MEDIUM	.github/workflows/e2e-device.yml	9	# It currently covers multi-touch gestures (pinch), but the harness is meant to	COMMENT
MEDIUM	apps/examples/e2e/tests/test-page-menu.spec.ts	287	// Wait for edit mode and use robust input handling	COMMENT
MEDIUM	apps/examples/e2e/tests/test-page-menu.spec.ts	316	// Wait for edit mode and use robust input handling	COMMENT

Redundant / Tautological Comments7 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/i18n-download-strings.yml	62	# Check if there are any changes to JSON files	COMMENT
LOW	…s/update-release-notes/scripts/get-changelog-status.sh	52	# Check if the archive file already exists	COMMENT
LOW	…s/update-release-notes/scripts/get-changelog-status.sh	61	# Check if next.mdx has content (more than just frontmatter)	COMMENT
LOW	apps/mcp-app/wrangler.toml	28	# Set this to the public URL of the worker. Used for constructing absolute image URLs.	COMMENT
LOW	apps/dotcom/snapshot-state.sh	49	# Check if volume exists	COMMENT
LOW	apps/dotcom/restore-state.sh	61	# Check if dev-app is running	COMMENT
LOW	apps/dotcom/restore-state.sh	102	# Check if containers are using the volume	COMMENT

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	packages/tlschema/src/records/TLPageState.ts	142	// rather than replace it, I've added another migration below that fixes it.	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	apps/dotcom/client/public/robots.txt	16	# include providing AI-generated search summaries.	COMMENT

Cross-Language Confusion (JS/TS)1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	packages/tldraw/src/test/testutils/pretty.ts	30	print() {	CODE

Example Usage Blocks3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	skills/pr-walkthrough/video/render.sh	10	# Usage:	COMMENT
LOW	skills/pr-walkthrough/scripts/make-video.sh	4	# Usage:	COMMENT
LOW	skills/pr-walkthrough/scripts/generate-audio.sh	7	# Usage:	COMMENT

tldraw/tldraw

Open-Source Code Quality, Security and Technical Debt Review