0.7

Adjusted Signal

0.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

13.4K

Stars

TypeScript

Language

96.8K

Lines of Code

742

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 3.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 61 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? 54 finding(s).

PR Review Velocity Impact 3.2/100 · LOW

Which changes need focused human review? 63 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 0LOW 63

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 63 distinct pattern matches across 4 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 Identifiers54 hits · 54 pts

Severity	File	Line	Snippet	Context
LOW	…cs/superpowers/plans/2026-06-06-machine-translators.md	736	export function parseAlibabaTranslatedText(data: any): {	CODE
LOW	…cs/superpowers/plans/2026-06-06-machine-translators.md	1515	export function parseNiuTransTranslatedText(data: any): {	CODE
LOW	scripts/webext-targets.js	53	function getBrowsersByManifestVersion(manifestVersion) {	CODE
LOW	scripts/zip.js	104	async function expandCustomNormalPatterns(patterns) {	CODE
LOW	scripts/targeted-webext-manifest-plugin.js	247	function createBackgroundServiceWorkerBootstrap(backgroundScripts) {	CODE
LOW	assets/pdf-viewer-bridge.js	19	async function waitForPDFViewerApplication() {	CODE
LOW	src/background/state.ts	26	export function getBackgroundStateSnapshot(): BackgroundState {	CODE
LOW	src/background/pdf-sniffer.ts	102	export function consumePendingPdfOpenForViewer(	CODE
LOW	src/background/pdf-sniffer.ts	114	export async function openPdfViewerStandaloneIfNeeded(	CODE
LOW	src/background/offscreen-document.ts	35	async function doEnsureOffscreenDocument() {	CODE
LOW	src/background/pdf-pending-store.ts	77	export async function cleanupStalePendingPdfOpens() {	CODE
LOW	src/background/i18n-loader.ts	59	function extractSyncServiceLocales(lang: LangCode) {	CODE
LOW	src/background/offscreen-dict-bridge.ts	33	export async function getDictSrcPageInOffscreen(	CODE
LOW	src/background/offscreen-dict-bridge.ts	55	export async function callDictEngineMethodInOffscreen(	CODE
LOW	src/background/pdf-sniffer-mv3.ts	104	function getChromeDeclarativeNetRequest():	CODE
LOW	src/background/pdf-sniffer-mv3.ts	361	async function isFileSchemeAccessAllowed() {	CODE
LOW	src/background/pdf-sniffer-mv3.ts	383	async function installTemporaryBypassRule(	CODE
LOW	src/background/pdf-sniffer-mv3.ts	440	function createExactUrlRegexFilter(url: string) {	CODE
LOW	src/background/pdf-sniffer-shared.ts	65	export function getHttpPdfSniffActionByUrl(	CODE
LOW	src/background/pdf-sniffer-shared.ts	79	export function getHttpPdfSniffActionByHeaders(	CODE
LOW	src/background/server.ts	49	function shouldUseOffscreenDictHost(id: DictID) {	CODE
LOW	src/background/server.ts	61	async function ensureDictNetworkCompatibility(id: DictID) {	CODE
LOW	src/background/sync-manager/services/shanbay/index.ts	169	function removeNotificationHandler(id: string) {	CODE
LOW	src/_helpers/basic-auth.ts	15	export function createBasicAuthorizationHeader(	CODE
LOW	src/_helpers/i18n.ts	308	function extractSyncServiceLocales(lang: LangCode) {	CODE
LOW	src/_helpers/permission-manager.ts	4	export async function checkBackgroundPermission(	CODE
LOW	src/_helpers/wordoftheday.ts	28	export async function getWebsterWordOfTheDayFromHTML(): Promise<string> {	CODE
LOW	src/_helpers/profile-manager.ts	119	function shouldUpdateStoredProfile(	CODE
LOW	src/_helpers/profile-manager.ts	315	export function addActiveProfileIDListener(	CODE
LOW	src/_helpers/profile-manager.ts	388	export function createProfileIDListStream(): Observable<ProfileIDList> {	CODE
LOW	src/_helpers/profile-manager.ts	402	export function createActiveProfileStream(): Observable<Profile> {	CODE
LOW	src/_helpers/__mocks__/config-manager.ts	41	export function dispatchConfigChangedEvent(	CODE
LOW	src/content/redux/init.ts	247	async function initStandaloneQuickSearch(	CODE
LOW	src/components/dictionaries/helpers.ts	125	export function isManualVerificationError(	CODE
LOW	src/components/dictionaries/helpers.ts	136	export function createManualVerificationResult(	CODE
LOW	src/components/dictionaries/helpers.ts	147	export function isManualVerificationResult(	CODE
LOW	src/components/dictionaries/network-compat.ts	47	export function createCookieHeaderNetworkCompatibility(	CODE
LOW	src/components/dictionaries/network-compat.ts	56	return function ensureNetworkCompatibility() {	CODE
LOW	src/components/dictionaries/network-compat.ts	71	async function doEnsureNetworkCompatibility() {	CODE
LOW	src/components/dictionaries/network-compat.ts	465	function getChromeDeclarativeNetRequest():	CODE
LOW	src/components/dictionaries/machine-custom.ts	129	export function getCredentialErrorFromHttpStatus(	CODE
LOW	src/components/dictionaries/machine-custom.ts	154	export function getAlibabaCredentialError(	CODE
LOW	src/components/dictionaries/machine-custom.ts	212	export function getNiuTransCredentialError(	CODE
LOW	src/components/dictionaries/machine-custom.ts	242	export function getTencentCredentialError(	CODE
LOW	src/components/dictionaries/niutrans/engine.ts	60	export function parseNiuTransTranslatedText(	CODE
LOW	src/components/dictionaries/bing/engine.ts	170	function replaceWithHighlightedText($target: Element, text: string): void {	CODE
LOW	src/components/dictionaries/alibaba/engine.ts	89	export function parseAlibabaTranslatedText(	CODE
LOW	src/components/dictionaries/deeplx/engine.ts	45	export function hasDeepLXApiKeyPlaceholder(apiUrl: string): boolean {	CODE
LOW	src/components/dictionaries/deeplx/engine.ts	85	export function parseDeepLXTranslatedText(	CODE
LOW	src/components/dictionaries/zdic/network.ts	31	export function ensureNetworkCompatibility() {	CODE
LOW	src/components/dictionaries/zdic/network.ts	134	function getChromeDeclarativeNetRequest():	CODE
LOW	src/components/dictionaries/hjdict/network.ts	3	export async function ensureNetworkCompatibility(): Promise<void> {	CODE
LOW	src/selection/instant-capture.ts	25	export function createIntantCaptureStream(config: AppConfig \| null) {	CODE
LOW	src/app-config/merge-config.ts	238	function mergeSelectedContextMenus(path: string): void {	CODE

Over-Commented Block6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	…/specs/background/sync-manager/services/webdav.spec.ts	941	// @upstream JSDOM missing namespace selector support	COMMENT
LOW	…/specs/background/sync-manager/services/webdav.spec.ts	961		COMMENT
LOW	…/specs/background/sync-manager/services/webdav.spec.ts	981	// etag: etagLocal	COMMENT
LOW	.github/config.yml	1	# Configuration for request-info - https://github.com/behaviorbot/request-info	COMMENT
LOW	.github/config.yml	41	# - hiimbex	COMMENT
LOW	src/components/dictionaries/hjdict/engine.ts	141	// function xhrDirtyDOM (url: string): Promise<Document> {	COMMENT

Fake / Example Data2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/components/EntryBox/EntryBox.stories.tsx	25	'Lorem ipsum dolor sit amet consectetur adipisicing elit. Incidunt recusandae exercitationem minus autem repelle	CODE
LOW	src/components/EntryBox/EntryBox.stories.tsx	25	'Lorem ipsum dolor sit amet consectetur adipisicing elit. Incidunt recusandae exercitationem minus autem repelle	CODE

Slop Phrases1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…cs/components/dictionaries/merriamwebster/testCases.ts	59	examples: [`Don't forget to add me in.`]	CODE

crimx/ext-saladict

Open-Source Code Quality, Security and Technical Debt Review