1.6

Adjusted Signal

1.6

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

5.4K

Stars

TypeScript

Language

71.3K

Lines of Code

540

Files

110

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 7.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 100 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 10 finding(s).

Agent Over-Engineering Ratio 6.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 93 finding(s).

PR Review Velocity Impact 7.6/100 · LOW

Which changes need focused human review? 110 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 1LOW 109

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 110 distinct pattern matches across 5 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 Identifiers93 hits · 96 pts

Severity	File	Line	Snippet	Context
LOW	scripts/verifyPackagedDependencies.js	135	function checkPackagedDependencies(asarPath) {	CODE
LOW	src/renderer/__mocks__/user-mocks.ts	10	export function mockGitifyNotificationUser(login: string): GitifyNotificationUser {	CODE
LOW	src/renderer/__mocks__/notifications-mocks.ts	330	export function mockPartialGitifyNotification(	CODE
LOW	src/renderer/__mocks__/notifications-mocks.ts	359	export function mockGitifyNotificationForRepoName(	CODE
LOW	src/renderer/__helpers__/hook-mocks.ts	29	function buildNotificationsDefaults(): NotificationsState {	CODE
LOW	src/renderer/__helpers__/hook-mocks.ts	63	export function getMockedNotificationsState(): NotificationsState {	CODE
LOW	src/renderer/__helpers__/hook-mocks.ts	73	export function getMockedNotificationActionsState(): NotificationActionsState {	CODE
LOW	src/renderer/__helpers__/hook-mocks.ts	97	export function setNotificationsOverrides(overrides: Partial<NotificationsState>): void {	CODE
LOW	src/renderer/stores/subscriptions.ts	34	export function initializeStoreSubscriptions(): () => void {	CODE
LOW	…/renderer/stores/useNotificationActionFailuresStore.ts	8	export function getNotificationFailureKey(account: Account, notificationId: string): string {	CODE
LOW	src/renderer/utils/ui/keyboard.ts	1	export function shouldIgnoreKeyboardEvent(event: KeyboardEvent): boolean {	CODE
LOW	src/renderer/utils/ui/emojis.ts	12	export async function convertTextToEmojiImgHtml(text: string): Promise<string> {	CODE
LOW	src/renderer/utils/ui/theme.ts	29	export function mapThemeModeToColorScheme(themeMode: Theme, highContrast = false): string \| null {	CODE
LOW	src/renderer/utils/core/errors.ts	126	export function doesAllAccountsHaveErrors(accountNotifications: AccountNotifications[]) {	CODE
LOW⚡	src/renderer/utils/auth/scopeNames.ts	35	export function formatRequiredOAuthScopes(): string {	CODE
LOW⚡	src/renderer/utils/auth/scopeNames.ts	44	export function formatRecommendedOAuthScopes(): string {	CODE
LOW⚡	src/renderer/utils/auth/scopeNames.ts	53	export function formatAlternateOAuthScopes(): string {	CODE
LOW	src/renderer/utils/system/links.ts	67	export function openGitHubParticipatingDocs() {	CODE
LOW	src/renderer/utils/system/comms.ts	111	export function setShowUpdateNotifications(value: boolean): void {	CODE
LOW	src/renderer/utils/system/keyboardShortcut.ts	49	export function keyboardEventToAccelerator(event: KeyboardEvent): string \| null {	CODE
LOW	src/renderer/utils/system/keyboardShortcut.ts	70	function normalizePhysicalKeyToAccelerator(event: KeyboardEvent): string \| null {	CODE
LOW	src/renderer/utils/system/keyboardShortcut.ts	93	export function formatAcceleratorForDisplay(accelerator: string, isMac: boolean): string {	CODE
LOW	src/renderer/utils/api/errors.test.ts	125	function createGraphQLResponseError(message: string): GraphqlResponseError<unknown> {	CODE
LOW	src/renderer/utils/api/features.ts	12	export function isMarkAsDoneFeatureSupported(account: Account): boolean {	CODE
LOW	src/renderer/utils/api/features.ts	19	export function isUnsubscribeThreadSupported(account: Account): boolean {	CODE
LOW	src/renderer/utils/api/queryClient.ts	13	export function syncOnlineManagerWithBrowser(): void {	CODE
LOW	src/renderer/utils/forges/labels.ts	10	export function translateLoginMethodLabel(label: string): string {	CODE
LOW	src/renderer/utils/forges/gitlab/client.ts	126	export function fetchGitLabAuthenticatedUser(account: Account): Promise<GitLabUser> {	CODE
LOW	src/renderer/utils/forges/gitea/transform.ts	18	export function transformGiteaNotifications(	CODE
LOW	src/renderer/utils/forges/gitea/transform.ts	25	function transformGiteaNotification(	CODE
LOW	src/renderer/utils/forges/gitea/client.ts	96	export function fetchGiteaAuthenticatedUser(account: Account): Promise<GiteaUser> {	CODE
LOW	src/renderer/utils/forges/gitea/client.ts	100	export async function patchGiteaNotificationThread(	CODE
LOW	src/renderer/utils/forges/github/octokit.ts	38	export function clearOctokitClientCacheForAccount(account: Account): void {	CODE
LOW	src/renderer/utils/forges/github/octokit.ts	77	export async function createOctokitClientUncached(	CODE
LOW	src/renderer/utils/forges/github/flows.ts	71	export function describeDeviceFlowStartError(	CODE
LOW	src/renderer/utils/forges/github/capabilities.ts	38	export function supportsAnsweredDiscussion(account: Account): boolean {	CODE
LOW	src/renderer/utils/forges/github/capabilities.ts	57	export function supportsStackedPullRequests(account: Account): boolean {	CODE
LOW	src/renderer/utils/forges/github/platform.ts	28	export function isGitHubEnterpriseServerHost(hostname: Hostname): boolean {	CODE
LOW	src/renderer/utils/forges/github/platform.ts	32	export function isGitHubCloudDataResidencyHost(hostname: Hostname): boolean {	CODE
LOW	src/renderer/utils/forges/github/client.ts	39	export async function fetchAuthenticatedUserDetails(account: Account) {	CODE
LOW	src/renderer/utils/forges/github/client.ts	58	export async function listNotificationsForAuthenticatedUser(	CODE
LOW	src/renderer/utils/forges/github/client.ts	105	export async function markNotificationThreadAsRead(	CODE
LOW	src/renderer/utils/forges/github/client.ts	126	export async function markNotificationThreadAsDone(	CODE
LOW	src/renderer/utils/forges/github/client.ts	144	export async function ignoreNotificationThreadSubscription(	CODE
LOW	src/renderer/utils/forges/github/client.ts	279	export async function fetchNotificationDetailsForList(	CODE
LOW	src/renderer/utils/forges/github/enrich.ts	29	export async function enrichGitHubNotifications(	CODE
LOW	src/renderer/utils/forges/github/users.ts	11	export function formatGitHubNotificationUser(	CODE
LOW	…nderer/utils/forges/github/__mocks__/response-mocks.ts	62	export function mockDiscussionResponseNode(mocks: {	CODE
LOW	…nderer/utils/forges/github/__mocks__/response-mocks.ts	122	export function mockPullRequestResponseNode(mocks: {	CODE
LOW	src/renderer/utils/forges/github/graphql/utils.ts	135	export function aliasFieldAndSubstituteIndexedVars(	CODE
LOW⚡	src/renderer/utils/forges/github/graphql/utils.ts	165	export function extractIndexedVariableDefinitions(	CODE
LOW⚡	src/renderer/utils/forges/github/graphql/utils.ts	172	export function extractNonIndexedVariableDefinitions(	CODE
LOW⚡	src/renderer/utils/forges/github/graphql/utils.ts	179	function filterVariableDefinitionsByIndexSuffix(	CODE
LOW⚡	src/renderer/utils/forges/github/graphql/utils.ts	186	function extractVariableDefinitions(doc: TypedDocumentString<unknown, unknown>): VariableDef[] {	CODE
LOW	src/renderer/utils/forges/github/handlers/discussion.ts	118	export function getClosestDiscussionCommentOrReply(	CODE
LOW	src/renderer/utils/forges/github/handlers/index.ts	18	export function createNotificationHandler(	CODE
LOW	…c/renderer/utils/forges/github/handlers/pullRequest.ts	46	class PullRequestHandler extends DefaultHandler {	CODE
LOW	…c/renderer/utils/forges/github/handlers/pullRequest.ts	155	export function getClosestPullRequestActivity(	CODE
LOW	src/renderer/utils/forges/bitbucket/transform.ts	83	export function transformBitbucketNotifications(	CODE
LOW	src/renderer/utils/forges/bitbucket/transform.ts	90	function transformBitbucketNotification(	CODE
33 more matches not shown…

Fake / Example Data10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	src/renderer/__mocks__/account-mocks.ts	101	username: 'user@example.com',	CODE
LOW	src/renderer/utils/auth/loginValidation.test.ts	53	username: 'user@example.com',	CODE
LOW	src/renderer/utils/forges/bitbucket/adapter.test.ts	83	login: 'user@example.com',	CODE
LOW	src/renderer/utils/forges/bitbucket/adapter.test.ts	88	).toBe('user@example.com');	CODE
LOW	src/renderer/hooks/useLogins.test.tsx	217	username: 'user@example.com',	CODE
LOW	src/renderer/hooks/useLogins.test.tsx	226	'user@example.com',	CODE
LOW	…routes/bitbucket/LoginWithPersonalAccessToken.test.tsx	54	'user@example.com',	CODE
LOW	…routes/bitbucket/LoginWithPersonalAccessToken.test.tsx	65	username: 'user@example.com',	CODE
LOW	…routes/bitbucket/LoginWithPersonalAccessToken.test.tsx	81	'user@example.com',	CODE
LOW	…routes/bitbucket/LoginWithPersonalAccessToken.test.tsx	118	'user@example.com',	CODE

Over-Commented Block5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	scripts/visual.sh	1	#!/usr/bin/env bash	COMMENT
LOW	.github/actionlint.yaml	1	# WORKAROUND: actionlint does not recognize the `ubuntu-26.04-arm` GitHub-hosted	COMMENT
LOW	openspec/config.yaml	1	schema: spec-driven	COMMENT
LOW	openspec/config.yaml	21	# proposal:	COMMENT
LOW	…/renderer/hooks/notifications/useNotificationsQuery.ts	121		COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/renderer/utils/forges/github/graphql/utils.ts	72	// AST-based helpers for robust fragment parsing and deduping	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/visual.sh	15	# Usage:	COMMENT

gitify-app/gitify

Open-Source Code Quality, Security and Technical Debt Review