0.5

Adjusted Signal

0.5

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

14.9K

Stars

TypeScript

Language

455.5K

Lines of Code

2.0K

Files

200

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 1.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 159 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

Are imports declared and package/API names verified? 30 finding(s).

Agent Over-Engineering Ratio 1.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 86 finding(s).

PR Review Velocity Impact 2.7/100 · LOW

Which changes need focused human review? 200 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 16LOW 182

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 200 distinct pattern matches across 9 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.

Over-Commented Block77 hits · 77 pts

Severity	File	Line	Snippet	Context
LOW	extensions/web-clipper/webpack.config.js	161	force: true	COMMENT
LOW	extensions/web-clipper/webpack.config.js	181	cache: false	COMMENT
LOW	packages/core/__e2e__/user-manager.test.js	121	// const usermanager = new UserManager(db);	COMMENT
LOW	packages/core/__e2e__/sync.test.js	321	);	COMMENT
LOW	packages/core/__e2e__/sync.test.js	341	// if (type === "upload" && current === half) {	COMMENT
LOW	packages/core/__e2e__/sync.test.js	361	// });	COMMENT
LOW	packages/core/__e2e__/sync.test.js	381	// async () => {	COMMENT
LOW	packages/core/__e2e__/sync.test.js	401	// const noteId = await deviceA.notes.add({	COMMENT
LOW	packages/core/__e2e__/sync.test.js	421	// await expect(deviceA.sync(true)).rejects.toThrow();	COMMENT
LOW	packages/core/__e2e__/sync.test.js	721	// initializeDevice("deviceA"),	COMMENT
LOW	packages/core/__e2e__/sync.test.js	741	// await deviceB.sync({ type: "full" });	COMMENT
LOW	packages/core/__e2e__/sync.test.js	761	// console.timeEnd("adding devices");	COMMENT
LOW	packages/core/__e2e__/sync.test.js	781	// await Promise.all(	COMMENT
LOW	packages/core/__tests__/vault.test.js	321	// const vault = await db.vaults.default();	COMMENT
LOW	packages/core/__benches__/relations.bench.ts	21	import { databaseTest } from "../__tests__/utils/index.js";	COMMENT
LOW	packages/core/__benches__/relations.bench.ts	41	// }	COMMENT
LOW	packages/core/src/database/sql-cached-collection.ts	181		COMMENT
LOW	packages/core/src/database/sql-cached-collection.ts	201	// items(map?: (item: T) => T \| undefined) {	COMMENT
LOW	packages/core/src/database/sql-cached-collection.ts	221	// }	COMMENT
LOW	packages/core/src/database/migrations.ts	361	}	COMMENT
LOW	packages/core/src/api/index.ts	181	// return;	COMMENT
LOW	packages/core/src/collections/note-history.ts	41	}	COMMENT
LOW	packages/core/src/collections/note-history.ts	241	// const items = await this.collection.getItems(sessionIds);	COMMENT
LOW	packages/core/src/collections/shortcuts.ts	161	// (shortcut) =>	COMMENT
LOW	packages/clipper/playwright.config.ts	81	// ...devices["Desktop Firefox"]	COMMENT
LOW	packages/clipper/playwright.config.ts	101	// use: {	COMMENT
LOW	packages/editor-mobile/src/setupTests.js	21	// allows you to do things like:	COMMENT
LOW	packages/editor/src/extensions/table/component.tsx	61	}, [node, cellMinWidth]);	COMMENT
LOW	…r/src/extensions/table/prosemirror-tables/copypaste.ts	1	// Utilities used for copy/paste handling.	COMMENT
LOW	…ckages/editor/src/extensions/react/react-node-view.tsx	361	// return false;	COMMENT
LOW	…ckages/editor/src/extensions/react/react-node-view.tsx	381		COMMENT
LOW	apps/web/playwright.config.ts	81	// }	COMMENT
LOW	apps/web/__e2e__/user.test.ts	101	expect(await app.navigation.findItem("Notes")).toBeDefined();	COMMENT
LOW	apps/web/__e2e__/user.test.ts	121	// password: currentPassword	COMMENT
LOW	apps/web/__e2e__/user.test.ts	141		COMMENT
LOW	apps/web/__e2e__/user.test.ts	161	// await page.click(getTestId("step-recovery-key"));	COMMENT
LOW	apps/web/__e2e__/user.test.ts	181	// let newPassword = USER.NEW.password;	COMMENT
LOW	apps/web/__e2e__/user.test.ts	201	// await page.click(getTestId("submitButton"));	COMMENT
LOW	apps/web/__e2e__/user.test.ts	221		COMMENT
LOW	apps/web/__e2e__/user.test.ts	241		COMMENT
LOW	apps/web/__e2e__/user.test.ts	281		COMMENT
LOW	apps/web/__e2e__/user.test.ts	301	// const cKey = currentKey;	COMMENT
LOW	apps/web/__e2e__/importer.test.js	21	// const { getTestId, isTestAll, loginUser } = require("./utils");	COMMENT
LOW	apps/web/__e2e__/importer.test.js	41	// await page.click(getTestId("navitem-settings"));	COMMENT
LOW	apps/web/__e2e__/importer.test.js	61	// }	COMMENT
LOW	apps/web/__e2e__/notebooks.test.ts	181	// const notebook = await notebooks.createNotebook(NOTEBOOK);	COMMENT
LOW	apps/web/src/components/virtualized-table/index.tsx	101	);	COMMENT
LOW	apps/web/src/components/virtualized-table/index.tsx	121	// height: virtualizer.getTotalSize() + headerSize	COMMENT
LOW	apps/web/src/components/virtualized-table/index.tsx	141	// }}	COMMENT
LOW	apps/web/src/components/split-pane/index.tsx	241	// TODO: responsiveness	COMMENT
LOW	apps/web/src/common/db.ts	101	const limit = await getFeatureLimit(getFeature("maxNoteVersions"));	COMMENT
LOW	apps/web/src/dialogs/settings/index.tsx	201		COMMENT
LOW	apps/web/src/dialogs/buy-dialog/types.ts	101		COMMENT
LOW	apps/web/src/dialogs/buy-dialog/types.ts	181	// payments: Payments;	COMMENT
LOW	apps/web/src/views/email-confirmed.tsx	221	</Button> */}	COMMENT
LOW	apps/web/src/views/email-confirmed.tsx	241	// "Privacy is our basic right"	COMMENT
LOW	apps/web/src/views/email-confirmed.tsx	261	//	COMMENT
LOW	apps/web/src/views/email-confirmed.tsx	281	// </Button>	COMMENT
LOW	apps/desktop/__tests__/electron-test/base-test.ts	61	// builtins: Builtins;	COMMENT
LOW	apps/monograph/app/components/footer.tsx	161	borderRadius: "default"	COMMENT
17 more matches not shown…

Hyper-Verbose Identifiers75 hits · 76 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/__e2e__/user-keys.test.ts	75	async function storeKeysNewerThanMasterKey(db: any) {	CODE
LOW	packages/core/__tests__/sql-migrations.test.ts	52	async function createMigrationProviderBefore(migrationName: string) {	CODE
LOW	packages/core/__tests__/notes.test.ts	36	async function createAndAddNoteToNotebook(	CODE
LOW	packages/core/src/migrations.ts	616	function replaceDateEditedWithDateModified(removeDateEditedProperty = false) {	CODE
LOW	packages/core/src/migrations.ts	642	function removeToxClassFromChecklist(html: string): string {	CODE
LOW	packages/core/src/common.ts	60	export function sendMigrationProgressEvent(	CODE
LOW	packages/core/src/utils/date.ts	40	export function getWeekGroupFromTimestamp(timestamp: number, locale?: string) {	CODE
LOW	…/core/src/utils/__tests__/virtualized-grouping.test.ts	36	function createVirtualizedGrouping(	CODE
LOW	packages/core/src/collections/reminders.ts	287	export function createUpcomingReminderTimeQuery(unix = "now") {	CODE
LOW	packages/core/src/collections/reminders.ts	334	export function createIsReminderActiveQuery(now = "now") {	CODE
LOW	packages/clipper/src/index.ts	269	function injectNodeSelectionControls(	CODE
LOW	packages/common/src/utils/date-time.ts	48	export function getFormattedHistorySessionDate(session: HistorySession) {	CODE
LOW	…s/editor/src/toolbar/floating-menus/search-replace.tsx	26	export function SearchReplaceFloatingMenu(props: FloatingMenuProps) {	CODE
LOW	packages/editor/src/utils/prosemirror.ts	152	export function findParentNodeClosestToPos(	CODE
LOW	packages/editor/src/extensions/embed/component.tsx	194	function getIframeAllowPermissions(src: string) {	CODE
LOW	packages/editor/src/extensions/heading/heading.ts	384	function findEndOfCollapsedSection(	CODE
LOW	…src/extensions/math/plugin/plugins/math-paste-rules.ts	67	function texFromMediaWikiFallbackImage(root: Element): false \| string {	CODE
LOW	…c/extensions/table/prosemirror-tables/cellselection.ts	408	function isTextSelectionAcrossCells({ $from, $to }: TextSelection) {	CODE
LOW	…/extensions/table/prosemirror-tables/columnresizing.ts	370	export function createColumnResizeHandles(	CODE
LOW	…c/extensions/table/prosemirror-tables/utils/convert.ts	29	export function convertTableNodeToArrayOfRows(	CODE
LOW	…c/extensions/table/prosemirror-tables/utils/convert.ts	70	export function convertArrayOfRowsToTableNode(	CODE
LOW	…ions/table/prosemirror-tables/utils/selection-range.ts	23	export function getSelectionRangeInColumn(	CODE
LOW	…ditor/src/extensions/clipboard/clipboard-dom-parser.ts	106	export function convertBrToSingleSpacedParagraphs(dom: HTMLElement \| Document) {	CODE
LOW	…ditor/src/extensions/clipboard/clipboard-dom-parser.ts	156	export function convertGoogleDocsChecklist(dom: HTMLElement \| Document) {	CODE
LOW	apps/web/__e2e__/models/utils.ts	127	export async function fillConfirmPasswordDialog(page: Page, password: string) {	CODE
LOW	apps/web/src/index.html	42	(async function validateServiceWorkerTrack() {	CODE
LOW	apps/web/src/app-effects.tsx	102	function handleDownloadUploadProgress(	CODE
LOW	apps/web/src/app-effects.tsx	219	function getProcessingStatusFromType(type: ProcessingType) {	CODE
LOW	apps/web/src/utils/feature-check.ts	29	export function isTransferableStreamsSupported() {	CODE
LOW	apps/web/src/utils/stream-saver/index.ts	54	function checkSupportsTransferable() {	CODE
LOW	apps/web/src/components/list-container/index.tsx	54	>(function CustomScrollbarsVirtualList(props, ref) {	CODE
LOW	…ps/web/src/components/list-container/list-profiles.tsx	126	export function getListItemPlaceholderData(	CODE
LOW	apps/web/src/components/navigation-menu/index.tsx	1109	async function getSidebarItemsAsMenuItems(): Promise<MenuItem[]> {	CODE
LOW	apps/web/src/components/pdf-preview/links-plugin.tsx	28	function findAndReplaceLinkAnnotations(e: PluginOnAnnotationLayerRender) {	CODE
LOW	apps/web/src/components/theme-provider/index.tsx	98	export function FixedColorSchemeThemeProvider(	CODE
LOW	apps/web/src/components/editor/index.tsx	428	function DownloadAttachmentProgress(props: DownloadAttachmentProgressProps) {	CODE
LOW	apps/web/src/common/toasts.ts	25	export function showFeatureNotAllowedToast(	CODE
LOW	apps/web/src/common/notices.ts	89	export async function shouldAddAutoBackupsDisabledNotice() {	CODE
LOW	apps/web/src/common/notices.ts	112	export async function shouldAddRecoveryKeyBackupNotice() {	CODE
LOW	apps/web/src/common/notices.ts	125	export async function shouldAddConfirmEmailNotice() {	CODE
LOW	apps/web/src/common/index.ts	435	export function totalSubscriptionConsumed(user: User) {	CODE
LOW	apps/web/src/common/index.ts	494	export function createSetDefaultHomepageMenuItem(	CODE
LOW	apps/web/src/common/index.ts	602	export async function scheduleExpiredNotesDeletion() {	CODE
LOW	apps/web/src/hooks/use-keyboard-list-navigation.ts	40	export function useKeyboardListNavigation(	CODE
LOW	apps/web/src/dialogs/confirm.tsx	178	export function showMultiDeleteConfirmation(length: number) {	CODE
LOW	apps/web/src/dialogs/confirm.tsx	189	export function showMultiPermanentDeleteConfirmation(length: number) {	CODE
LOW	apps/web/src/dialogs/confirm.tsx	216	export function showClearSessionsConfirmation() {	CODE
LOW	apps/web/src/dialogs/confirm.tsx	225	export async function showUpdateAvailableNotice({	CODE
LOW	apps/web/src/dialogs/edit-note-creation-date-dialog.tsx	48	function EditNoteCreationDateDialog({	CODE
LOW	apps/web/src/dialogs/command-palette/commands.ts	351	async function getActiveNotebookCommands() {	CODE
LOW	apps/web/src/dialogs/buy-dialog/plan-list.tsx	653	export function formatRecurringPeriodShort(period: Period) {	CODE
LOW	apps/mobile/worker.js	244	function isEntityInAttributeInvalidEnd(code) {	CODE
LOW	apps/mobile/worker.js	6507	function hasDependsOnCurrentElement(selector) {	CODE
LOW	apps/mobile/worker.js	10463	function requireCSSValueExpression() {	CODE
LOW	apps/mobile/worker.js	11422	function requireCSSStyleDeclaration() {	CODE
LOW	apps/mobile/app/screens/settings/theme-selector.tsx	609	export default function ThemeSelectorWithQueryClient() {	CODE
LOW	apps/mobile/app/screens/manage-tags/index.tsx	50	async function updateInitialSelectionState(items: string[]) {	CODE
LOW	apps/mobile/app/screens/link-notebooks/index.tsx	60	async function updateInitialSelectionState(items: string[]) {	CODE
LOW	apps/mobile/app/common/database/encryption.ts	82	export async function encryptDatabaseKeyWithPassword(appLockPassword: string) {	CODE
LOW	apps/mobile/app/common/database/encryption.ts	95	export async function restoreDatabaseKeyToKeyChain(appLockPassword: string) {	CODE
15 more matches not shown…

Decorative Section Separators11 hits · 33 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/crypto/__tests__/crypto.test.ts	30	// ─── Key Derivation ────────────────────────────────────────────────	COMMENT
MEDIUM	packages/crypto/__tests__/crypto.test.ts	87	// ─── Symmetric Encryption Round-Trip ───────────────────────────────	COMMENT
MEDIUM	packages/crypto/__tests__/crypto.test.ts	166	// ─── Multi-Encryption ──────────────────────────────────────────────	COMMENT
MEDIUM	packages/crypto/__tests__/crypto.test.ts	190	// ─── Password Hashing ──────────────────────────────────────────────	COMMENT
MEDIUM	packages/crypto/__tests__/crypto.test.ts	224	// ─── Streaming Encryption ──────────────────────────────────────────	COMMENT
MEDIUM	packages/core/__tests__/encryption-verification.test.ts	25	// ─── verifyPassword ────────────────────────────────────────────────	COMMENT
MEDIUM	packages/core/__tests__/encryption-verification.test.ts	68	// ─── verifyEncryptionKey ───────────────────────────────────────────	COMMENT
MEDIUM	packages/core/__tests__/password-change.test.ts	87	// ─── _updatePassword (change) ──────────────────────────────────────	COMMENT
MEDIUM	packages/core/__tests__/password-change.test.ts	240	// ─── _updatePassword (reset) ───────────────────────────────────────	COMMENT
MEDIUM	packages/core/__tests__/password-change.test.ts	287	// ─── Key migration scenarios ───────────────────────────────────────	COMMENT
MEDIUM	packages/core/__tests__/password-change.test.ts	388	// ─── getDataEncryptionKeys ─────────────────────────────────────────	COMMENT

Fake / Example Data28 hits · 30 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/__tests__/encryption-verification.test.ts	221	access_token: "fake-token",	CODE
LOW	packages/core/__tests__/encryption-verification.test.ts	254	access_token: "fake-token",	CODE
LOW	packages/core/__tests__/encryption-verification.test.ts	274	"fake-token"	CODE
LOW	packages/core/__tests__/encryption-verification.test.ts	293	access_token: "fake-token",	CODE
LOW	packages/core/__tests__/password-change.test.ts	60	access_token: "fake-token",	CODE
LOW	packages/core/__tests__/password-change.test.ts	298	access_token: "fake-token", t: Date.now(), expires_in: 3600,	CODE
LOW	packages/core/__tests__/password-change.test.ts	341	access_token: "fake-token", t: Date.now(), expires_in: 3600,	CODE
LOW	packages/core/__tests__/user-keys.test.ts	136	access_token: "fake-token",	CODE
LOW	packages/core/__tests__/user-keys.test.ts	351	access_token: "fake-token",	CODE
LOW	packages/core/__tests__/user-keys.test.ts	359	access_token: "fake-token",	CODE
LOW⚡	packages/core/__tests__/notes.test.ts	219	"<p><strong>head</strong><em>line</em>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam rutrum ex ac e	CODE
LOW⚡	packages/core/__tests__/notes.test.ts	219	"<p><strong>head</strong><em>line</em>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Nullam rutrum ex ac e	CODE
LOW⚡	packages/core/__tests__/notes.test.ts	220	"headlineLorem ipsum dolor sit amet, consectetur adipiscing e"	CODE
LOW⚡	packages/core/__tests__/notes.test.ts	220	"headlineLorem ipsum dolor sit amet, consectetur adipiscing e"	CODE
LOW	packages/core/__tests__/utils/index.ts	96	"Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standa	CODE
LOW	packages/theme/v1.schema.json	244	"placeholder": {	CODE
LOW	packages/theme/v1.schema.json	281	"placeholder",	CODE
LOW	packages/theme/v1.schema.json	354	"placeholder": {	CODE
LOW	packages/theme/src/theme-engine/types.ts	312	"placeholder",	CODE
LOW	packages/theme/src/theme-engine/types.ts	322	"placeholder",	CODE
LOW	packages/theme/src/theme/variants/input.ts	44	color: "placeholder"	CODE
LOW	packages/theme/src/theme/variants/input.ts	64	color: "placeholder"	CODE
LOW	apps/web/src/components/editor/title-box.tsx	130	color: "placeholder"	CODE
LOW	apps/mobile/worker.js	11876	return this.getAttribute("placeholder");	CODE
LOW	apps/mobile/worker.js	11879	this.setAttribute("placeholder", value);	CODE
LOW	apps/mobile/worker.js	12285	return this.getAttribute("placeholder");	CODE
LOW	apps/mobile/worker.js	12288	this.setAttribute("placeholder", value);	CODE
LOW	…bile/app/components/side-menu/side-menu-list-empty.tsx	66	key={"placeholder" + i}	CODE

Hallucination Indicators2 hits · 20 pts

Severity	File	Line	Snippet	Context
CRITICAL	packages/editor/src/extensions/code-block/code-block.ts	709	document.body.firstElementChild.style.fontFamily.includes("monospace") &&	CODE
CRITICAL	packages/editor/src/extensions/code-block/code-block.ts	710	document.body.firstElementChild.style.whiteSpace.includes("pre"));	CODE

AI Slop Vocabulary4 hits · 10 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/core/__tests__/__fixtures__/backup.v5.2.json	267	"data": "<header class=\"header-container header-chrome\"><form class=\"minerva-header\" action=\"https://en.m.wik	CODE
MEDIUM	packages/core/__tests__/__fixtures__/backup.v5.2.json	267	"data": "<header class=\"header-container header-chrome\"><form class=\"minerva-header\" action=\"https://en.m.wik	CODE
MEDIUM	packages/core/src/content-types/tiptap.ts	452	// so the dumb length comparison is the most robust way to get the correct value.	COMMENT
MEDIUM	…ditor/src/extensions/table/prosemirror-tables/input.ts	228	// is robust regardless of what domAtPos returns (text node, <p>, etc.).	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ckages/core/src/content-types/__tests__/tiptap.test.js	72	codeblocks: `<p>Typescript is one of those languages that appear to be very simple. It's often described as "Javascrip	CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	apps/monograph/app/entry.server.tsx	30	export default function handleRequest(	CODE

Verbosity Indicators1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…a/com/streetwriters/notesnook/BootRecieverService.java	36	We need to check if app is in foreground otherwise the app will crash.	CODE

streetwriters/notesnook

Open-Source Code Quality, Security and Technical Debt Review