1.2

Adjusted Signal

1.2

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

6.7K

Stars

TypeScript

Language

318.8K

Lines of Code

2.7K

Files

270

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 3.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 233 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.7/100 · LOW

Are imports declared and package/API names verified? 33 finding(s).

Agent Over-Engineering Ratio 3.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 232 finding(s).

PR Review Velocity Impact 5.2/100 · LOW

Which changes need focused human review? 270 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 7HIGH 0MEDIUM 4LOW 259

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 270 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 Identifiers228 hits · 244 pts

Severity	File	Line	Snippet	Context
LOW	packages/encryption/src/Domain/Split/EncryptionSplit.ts	6	export function CreateEncryptionSplitWithKeyLookup(	CODE
LOW	packages/encryption/src/Domain/Split/EncryptionSplit.ts	26	export function CreateDecryptionSplitWithKeyLookup(	CODE
LOW	packages/encryption/src/Domain/Split/EncryptionSplit.ts	46	export function FindPayloadInEncryptionSplit(uuid: string, split: KeyedEncryptionSplit): DecryptedPayloadInterface {	CODE
LOW	packages/encryption/src/Domain/Split/EncryptionSplit.ts	82	export function FindPayloadInDecryptionSplit(uuid: string, split: KeyedDecryptionSplit): EncryptedPayloadInterface {	CODE
LOW	…ges/encryption/src/Domain/Types/EncryptedParameters.ts	33	export function isErrorDecryptingParameters(	CODE
LOW	…ges/encryption/src/Domain/Types/EncryptedParameters.ts	44	export function encryptedInputParametersFromPayload(payload: EncryptedPayloadInterface): EncryptedInputParameters {	CODE
LOW	…src/Domain/Keys/RootKey/ProtocolVersionForKeyParams.ts	5	export function ProtocolVersionForKeyParams(response: KeyParamsData \| AnyKeyParamsContent): ProtocolVersion {	CODE
LOW	…yption/src/Domain/Operator/004/V004AlgorithmHelpers.ts	3	export function doesPayloadRequireSigning(payload: { shared_vault_uuid?: string }) {	CODE
LOW	…yption/src/Domain/Operator/004/V004AlgorithmHelpers.ts	7	export function deconstructEncryptedPayloadString(payloadString: string): V004Components {	CODE
LOW	packages/web/src/javascripts/FeatureTrunk.ts	11	export function featureTrunkVaultsEnabled(): boolean {	CODE
LOW	packages/web/src/javascripts/FeatureTrunk.ts	15	export function featureTrunkLocalizationEnabled(): boolean {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	48	export function StringDeletePlaceholderAttempt(): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	53	export function StringArchiveLockedAttempt(): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	58	export function StringUnarchiveLockedAttempt(): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	63	export function StringDeleteLockedAttempt(): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	73	export function StringRestoreLockedAttempt(): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	78	export function StringPermanentlyDeleteItem(noteTitle: string): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	184	export function StringUnsupportedBackupFileVersion(): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	190	export function StringConfirmAppQuitDuringUpgrade(): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	195	export function StringConfirmAppQuitDuringPasscodeChange(): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	200	export function StringConfirmAppQuitDuringPasscodeRemoval(): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	205	export function StringUpgradeAccountConfirmTitle(): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	209	export function StringUpgradeAccountConfirmText(): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	216	export function StringUpgradeAccountConfirmButton(): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	220	export function StringRemoveOfflineKeyConfirmation(): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	224	export function StringDeleteAccountConfirmation(): string {	CODE
LOW⚡	packages/web/src/javascripts/Constants/Strings.ts	229	export function StringFailedToUpdateUserSetting(): string {	CODE
LOW	packages/web/src/javascripts/Constants/Strings.ts	106	export function StringProtectingNoteWithoutProtectionSources(): string {	CODE
LOW	packages/web/src/javascripts/Constants/Strings.ts	114	export function StringDeleteItemsPermanentlyTitle(): string {	CODE
LOW	packages/web/src/javascripts/Constants/Strings.ts	130	export function StringDeleteMultipleFiles(): string {	CODE
LOW	packages/web/src/javascripts/Constants/Strings.ts	135	export function StringSignOutConfirmation(): string {	CODE
LOW	packages/web/src/javascripts/Constants/Strings.ts	159	export function StringNonMatchingPasscodes(): string {	CODE
LOW	packages/web/src/javascripts/Constants/Strings.ts	163	export function StringNonMatchingPasswords(): string {	CODE
LOW	packages/web/src/javascripts/Constants/Strings.ts	270	export function StringArchiveLockedNotesAttempt(archive: boolean, notesCount = 1): string {	CODE
LOW	packages/web/src/javascripts/Constants/Strings.ts	285	export function StringDeleteLockedNotesAttempt(notesCount = 1): string {	CODE
LOW	…/web/src/javascripts/Utils/LocalizedSystemViewTitle.ts	4	export function getLocalizedSystemViewTitle(id: SystemViewId): string \| undefined {	CODE
LOW	…s/web/src/javascripts/Utils/DropdownItemsForEditors.ts	18	export function getDropdownItemsForAllEditors(application: WebApplicationInterface): EditorOption[] {	CODE
LOW	…ages/web/src/javascripts/Utils/copyTextToClipboard.tsx	1	export function fallbackCopyTextToClipboard(text: string) {	CODE
LOW	packages/web/src/javascripts/Utils/DateUtils.ts	43	export function numberOfMonthsBetweenDates(date1: Date, date2: Date, roundUpFractionalMonths = true) {	CODE
LOW	…rc/javascripts/Utils/KeyboardShortcutCategoryLabels.ts	16	export function translateKeyboardShortcutCategory(category: KeyboardShortcutCategory): string {	CODE
LOW	packages/web/src/javascripts/Utils/Utils.ts	148	export function destroyAllObjectProperties(object: any): void {	CODE
LOW	…avascripts/Utils/prepareWebAuthnRegistrationOptions.ts	4	export function prepareWebAuthnRegistrationOptions(options: Record<string, unknown>): Record<string, unknown> {	CODE
LOW	…kages/web/src/javascripts/Utils/LocalizedDateFormat.ts	4	export function capitalizeForSentenceStart(text: string): string {	CODE
LOW	…kages/web/src/javascripts/Utils/LocalizedDateFormat.ts	43	export function formatItemDateForSentenceStart(date: Date): string {	CODE
LOW	…kages/web/src/javascripts/Utils/LocalizedDateFormat.ts	47	export function formatDateAndTimeForNoteTitle(date: Date, includeTime = true): string {	CODE
LOW	…kages/web/src/javascripts/Utils/LocalizedDateFormat.ts	114	export function dateToHoursAndMinutesTimeString(date: Date): string {	CODE
LOW	packages/web/src/javascripts/Utils/DateLocale.ts	50	export function isDateLocalizationEnabled(): boolean {	CODE
LOW	…tils/Items/Search/isSearchResultAlreadyLinkedToItem.ts	3	export function isSearchResultAlreadyLinkedToItem(searchResult: LinkableItem, item: LinkableItem): boolean {	CODE
LOW	…cripts/Utils/Items/Search/isSearchResultExistingTag.ts	3	export function isSearchResultExistingTag(result: DecryptedItemInterface<ItemContent>, searchQuery: string) {	CODE
LOW	…scripts/Utils/Items/Search/doesItemMatchSearchQuery.ts	4	export function getItemTitleInContextOfLinkBubble(item: DecryptedItemInterface<ItemContent>) {	CODE
LOW	…src/javascripts/Utils/Items/Search/getSearchResults.ts	12	function resultLimitForSearchQuery(query: string): number {	CODE
LOW	…scripts/Utils/Items/Icons/getIconAndTintForNoteType.ts	5	export function getIconAndTintForNoteType(noteType?: NoteType, subtle?: boolean): [IconType, number] {	CODE
LOW	…scripts/Components/Preferences/Controller/MenuItems.ts	8	export function buildPreferencesMenuItems(enableUnfinishedFeatures: boolean): PreferencesMenuItem[] {	CODE
LOW	…ts/Preferences/Panes/HomeServer/HomeServerSettings.tsx	141	async function updateHomeServerDataLocation() {	CODE
LOW	…ts/Preferences/Panes/HomeServer/HomeServerSettings.tsx	268	function isTextareaScrolledToBottom(textarea: HTMLTextAreaElement) {	CODE
LOW	…ponents/Preferences/Panes/WhatsNew/getSectionItems.tsx	5	function removeAnythingInParentheses(line: string): string {	CODE
LOW	…ripts/Components/SmartViewBuilder/PredicateKeypaths.ts	26	export function getPredicateKeypathLabels(): { [k in PredicateKeypath]: string } {	CODE
LOW	…ponents/ContentListView/Types/AbstractListItemProps.ts	26	export function doListItemPropsMeritRerender(	CODE
LOW	…ponents/ContentListView/Types/AbstractListItemProps.ts	57	function doesTagsChangeMeritRerender(previous: SNTag[], next: SNTag[]): boolean {	CODE
LOW	…ponents/ContentListView/Types/AbstractListItemProps.ts	90	function doesItemChangeMeritRerender(previous: ListableContentItem, next: ListableContentItem): boolean {	CODE
168 more matches not shown…

Hallucination Indicators7 hits · 85 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	packages/snjs/mocha/item_manager.test.js	85	expect(application.items.collection.referenceMap.directMap.get(tag.uuid)).to.eql([note.uuid])	CODE
CRITICAL⚡	packages/snjs/mocha/item_manager.test.js	92	expect(application.items.collection.referenceMap.inverseMap.get(note.uuid)).to.eql([tag.uuid])	CODE
CRITICAL⚡	packages/snjs/mocha/item_manager.test.js	100	expect(application.items.collection.referenceMap.inverseMap.get(note.uuid)).to.eql([tag.uuid])	CODE
CRITICAL	packages/snjs/mocha/mutator_service.test.js	77	expect(application.items.collection.referenceMap.directMap.get(tag.uuid)).to.eql([])	CODE
CRITICAL	packages/snjs/mocha/mutator_service.test.js	78	expect(application.items.collection.referenceMap.inverseMap.get(note.uuid).length).to.equal(0)	CODE
CRITICAL	packages/snjs/mocha/mutator_service.test.js	97	expect(application.items.collection.referenceMap.directMap.get(tag.uuid)).to.eql([])	CODE
CRITICAL	packages/snjs/mocha/mutator_service.test.js	98	expect(application.items.collection.referenceMap.inverseMap.get(note.uuid)).to.eql([])	CODE

Fake / Example Data26 hits · 26 pts

Severity	File	Line	Snippet	Context
LOW	…t/AegisConverter/AegisToAuthenticatorConverter.spec.ts	14	account: 'test@test.com',	CODE
LOW	…t/AegisConverter/AegisToAuthenticatorConverter.spec.ts	20	account: 'test@test.com',	CODE
LOW	…ages/ui-services/src/Import/AegisConverter/testData.ts	13	name: 'test@test.com',	CODE
LOW	…ages/ui-services/src/Import/AegisConverter/testData.ts	27	name: 'test@test.com',	CODE
LOW	…s/ui-services/src/Import/EvernoteConverter/testData.ts	25	<!DOCTYPE en-note SYSTEM "http://xml.evernote.com/pub/enml2.dtd"><en-note><div>Lorem ipsum dolor sit amet, consectetur a	CODE
LOW	…s/ui-services/src/Import/EvernoteConverter/testData.ts	25	<!DOCTYPE en-note SYSTEM "http://xml.evernote.com/pub/enml2.dtd"><en-note><div>Lorem ipsum dolor sit amet, consectetur a	CODE
LOW	…src/Import/EvernoteConverter/EvernoteConverter.spec.ts	84	expect((successful?.[2] as SNNote).content.text).toBe('Lorem ipsum dolor sit amet, consectetur adipiscing elit.')	CODE
LOW	…src/Import/EvernoteConverter/EvernoteConverter.spec.ts	84	expect((successful?.[2] as SNNote).content.text).toBe('Lorem ipsum dolor sit amet, consectetur adipiscing elit.')	CODE
LOW	…src/Import/EvernoteConverter/EvernoteConverter.spec.ts	108	'<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit.</p>',	CODE
LOW	…src/Import/EvernoteConverter/EvernoteConverter.spec.ts	108	'<p>Lorem ipsum dolor sit amet, consectetur adipiscing elit.</p>',	CODE
LOW	…Import/GoogleKeepConverter/GoogleKeepConverter.spec.ts	76	expect(result?.content.text).toBe('Lorem ipsum dolor sit amet, consectetur adipiscing elit.')	CODE
LOW	…Import/GoogleKeepConverter/GoogleKeepConverter.spec.ts	76	expect(result?.content.text).toBe('Lorem ipsum dolor sit amet, consectetur adipiscing elit.')	CODE
LOW	…ui-services/src/Import/GoogleKeepConverter/testData.ts	308	<div class="content">Lorem ipsum dolor sit amet, consectetur adipiscing elit.</div>	CODE
LOW	…ui-services/src/Import/GoogleKeepConverter/testData.ts	308	<div class="content">Lorem ipsum dolor sit amet, consectetur adipiscing elit.</div>	CODE
LOW	packages/snjs/mocha/003.test.js	57	const identifier = 'foo@bar.com'	CODE
LOW	packages/snjs/mocha/session.test.js	259	accessToken: 'this-is-a-fake-token-1234',	CODE
LOW	packages/snjs/mocha/session.test.js	260	refreshToken: 'this-is-a-fake-token-1234',	CODE
LOW	packages/snjs/mocha/session.test.js	349	accessToken: 'this-is-a-fake-token-1234',	CODE
LOW	packages/snjs/mocha/session.test.js	350	refreshToken: 'this-is-a-fake-token-1234',	CODE
LOW	packages/snjs/mocha/session.test.js	450	refreshToken: 'this-is-a-fake-token-1234',	CODE
LOW	packages/snjs/mocha/004.test.js	55	const identifier = 'foo@bar.com'	CODE
LOW	…ckages/snjs/mocha/model_tests/notes_smart_tags.test.js	7	const BASE = 'Lorem ipsum dolor sit amet. '	CODE
LOW	…ckages/snjs/mocha/model_tests/notes_smart_tags.test.js	7	const BASE = 'Lorem ipsum dolor sit amet. '	CODE
LOW	packages/snjs/mocha/vaults/contacts.test.js	30	name: 'John Doe',	CODE
LOW	packages/snjs/mocha/vaults/contacts.test.js	37	expect(contact.name).to.equal('John Doe')	CODE
LOW	packages/snjs/mocha/lib/Collaboration.js	22	name: 'John Doe',	CODE

Decorative Section Separators4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	…es/mobile/.devcontainer/library-scripts/node-debian.sh	2	#-------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	…es/mobile/.devcontainer/library-scripts/node-debian.sh	5	#-------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	…/mobile/.devcontainer/library-scripts/common-debian.sh	2	#-------------------------------------------------------------------------------------------------------------	COMMENT
MEDIUM	…/mobile/.devcontainer/library-scripts/common-debian.sh	5	#-------------------------------------------------------------------------------------------------------------	COMMENT

Over-Commented Block4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	packages/web/src/robots.txt	1	# User-agent: *	COMMENT
LOW	packages/mobile/ios/StandardNotes-Bridging-Header.h	1	#import <React/RCTBridgeModule.h>	COMMENT
LOW	.github/workflows/codeql-analysis.yml	1	# For most projects, this workflow file will not need changing; you simply need	COMMENT
LOW	.github/workflows/codeql-analysis.yml	61	# ✏️ If the Autobuild fails above, remove it and uncomment the following three lines	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…kages/desktop/app/javascripts/Main/ExtensionsServer.ts	48	async function handleRequest(request: IncomingMessage, response: ServerResponse) {	CODE

standardnotes/app

Open-Source Code Quality, Security and Technical Debt Review