0.9

Adjusted Signal

0.9

Raw Pattern Score

100%

Time Factor

2026-10-26

Last Push

20.3K

Stars

TypeScript

Language

75.9K

Lines of Code

620

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 4.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 63 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 1 finding(s).

Agent Over-Engineering Ratio 2.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 32 finding(s).

PR Review Velocity Impact 4.5/100 · LOW

Which changes need focused human review? 64 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 1MEDIUM 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 64 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 Identifiers32 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	packages/lib/ssrf.ts	193	export function isHostnameBlockedForServerSideFetch(hostname: string) {	CODE
LOW	packages/lib/ssrf.ts	204	export function isIpAddressBlockedForServerSideFetch(address: string) {	CODE
LOW	packages/lib/ssrf.ts	259	export async function resolveHostnameForServerSideFetch(	CODE
LOW	packages/lib/ssrf.ts	306	export async function assertUrlIsSafeForServerSideFetch(	CODE
LOW	packages/lib/ssrf.ts	331	export async function isUrlSafeForServerSideFetch(	CODE
LOW	apps/extension/src/@/lib/screenshot.ts	117	async function captureVisibleTabScreenshot(): Promise<Blob> {	CODE
LOW	apps/extension/src/@/lib/screenshot.ts	129	async function captureFullPageScreenshot(): Promise<Blob> {	CODE
LOW	apps/extension/src/@/lib/cache.ts	55	export async function getBookmarkMetadataByBookmarkId(	CODE
LOW	…components/ModalContent/EditCollectionSharingModal.tsx	35	export default function EditCollectionSharingModal({	CODE
LOW	…mponents/ModalContent/EmailChangeVerificationModal.tsx	16	export default function EmailChangeVerificationModal({	CODE
LOW	…components/ModalContent/DeleteRssSubscriptionModal.tsx	15	export default function DeleteRssSubscriptionModal({	CODE
LOW	apps/web/lib/utils.ts	29	export function customCollisionDetectionAlgorithm(args: any) {	CODE
LOW	apps/web/lib/copyToClipboard.ts	1	export function fallbackCopyTextToClipboard(text: string): boolean {	CODE
LOW	apps/web/lib/api/sendChangeEmailVerificationRequest.ts	8	export default async function sendChangeEmailVerificationRequest(	CODE
LOW	apps/web/lib/api/authProviders.ts	77	export function getAuthProviderButtonName(entry: AuthProviderEntry) {	CODE
LOW	apps/web/lib/api/google.ts	8	export async function verifyGoogleIdentityToken(	CODE
LOW	apps/web/lib/api/getAccessibleCollectionIds.ts	16	export default async function getAccessibleCollectionIds(userId: number) {	CODE
LOW	apps/web/lib/api/getCollectionRootOwnerAndMembers.ts	18	export default async function getCollectionRootOwnerAndMembers(	CODE
LOW	apps/web/lib/api/preserved/createPreservedFormatUrl.ts	86	export async function decodePreservedFormatToken(token: string) {	CODE
LOW	…llers/collections/collectionId/deleteCollectionById.ts	177	async function updateDashboardSectionLayout(	CODE
LOW	…eb/lib/api/controllers/migration/importFromHTMLFile.ts	314	// function sortBookmarksTreeByEffectiveDate(	COMMENT
LOW	apps/web/lib/api/billing/googlePlay.ts	83	export default async function getGoogleSubscriptionState(	CODE
LOW	apps/web/lib/api/billing/googlePlay.ts	160	export async function acknowledgeGoogleSubscription(	CODE
LOW	apps/web/lib/api/billing/appStore.ts	104	export default async function getAppleSubscriptionState(	CODE
LOW	…/web/lib/api/billing/checkStripeSubscriptionByEmail.ts	5	export default async function checkStripeSubscriptionByEmail(email: string) {	CODE
LOW	apps/web/pages/login.tsx	210	function displayLoginExternalButton() {	CODE
LOW	apps/web/pages/register.tsx	116	function displayLoginExternalButton() {	CODE
LOW	apps/mobile/plugins/with-daynight-transparent-nav.js	38	module.exports = function withDayNightTransparentNav(config) {	CODE
LOW	apps/mobile/plugins/with-network-security-config.js	25	module.exports = function withNetworkSecurityConfig(config) {	CODE
LOW	…mponents/ActionSheets/RefreshPreservedFormatsSheet.tsx	17	export default function RefreshPreservedFormatsSheet(	CODE
LOW	apps/mobile/store/reader.ts	114	function parseStoredReaderSettings(value: string \| null): Partial<ReaderSettings> {	CODE
LOW	apps/worker/lib/countUnprocessedBillableLinks.ts	3	export async function countUnprocessedBillableLinks() {	CODE

Over-Commented Block27 hits · 27 pts

Severity	File	Line	Snippet	Context
LOW	.devcontainer/devcontainer.json	1	// For format details, see https://aka.ms/devcontainer.json. For config options, see the	COMMENT
LOW	packages/prisma/index.ts	21	// console.log("\x1b[31m", `Duration: ${e.duration}ms`, "\x1b[0m");	COMMENT
LOW	apps/extension/src/pages/Background/index.ts	41	// async (_id: string, bookmark: BookmarkTreeNode) => {	COMMENT
LOW	apps/extension/src/pages/Background/index.ts	61	// await performLoginOrLogoutFetch(	COMMENT
LOW	apps/extension/src/pages/Background/index.ts	81	// description: bookmark.title,	COMMENT
LOW	apps/extension/src/pages/Background/index.ts	101	// return;	COMMENT
LOW	apps/extension/src/pages/Background/index.ts	121	// redirect: false,	COMMENT
LOW	apps/extension/src/pages/Background/index.ts	141	// const newLinkUrl: bookmarkMetadata = updatedLinkJson.response;	COMMENT
LOW	apps/extension/src/pages/Background/index.ts	161	// if (!link) {	COMMENT
LOW	apps/extension/src/pages/Background/index.ts	181	// } else if (!session && usingSSO) {	COMMENT
LOW	apps/extension/src/@/components/BookmarkForm.tsx	161	updateBadge(t.id, duplicate);	COMMENT
LOW	apps/extension/src/@/lib/cache.ts	101	// const { apiKey } = await getConfig();	COMMENT
LOW	apps/extension/src/@/lib/cache.ts	121	// const newLocalBookmark = await createBookmarkInBrowser(link);	COMMENT
LOW	apps/extension/src/@/lib/actions/links.ts	101		COMMENT
LOW	apps/web/playwright.config.ts	61	use: { ...devices["Desktop Safari"] },	COMMENT
LOW	apps/web/playwright.config.ts	81	// name: 'Google Chrome',	COMMENT
LOW	…ps/web/lib/api/controllers/users/userId/getUserById.ts	21	},	COMMENT
LOW	…eb/lib/api/controllers/migration/importFromHTMLFile.ts	321	// const getAttrCaseInsensitive = (el: Element, key: string) =>	COMMENT
LOW	…eb/lib/api/controllers/migration/importFromHTMLFile.ts	341		COMMENT
LOW	…eb/lib/api/controllers/migration/importFromHTMLFile.ts	361	// } else {	COMMENT
LOW	…eb/lib/api/controllers/migration/importFromHTMLFile.ts	381		COMMENT
LOW	…b/api/controllers/migration/importFromHTMLFile.test.ts	321	});	COMMENT
LOW	…b/api/controllers/migration/importFromHTMLFile.test.ts	341	// <DT><H3>Folder One</H3>	COMMENT
LOW	…b/api/controllers/migration/importFromHTMLFile.test.ts	361	// orderBy: { id: "asc" },	COMMENT
LOW	apps/mobile/nativewind-env.d.ts	1	/// <reference types="nativewind/types" />	COMMENT
LOW	apps/worker/workers/linkIndexing.ts	241		COMMENT
LOW	apps/worker/workers/linkIndexing.ts	261	// timeOutMs: 1000000,	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	packages/prisma/seed.js	439	// Sample data (generated by ChatGPT...)	COMMENT

Structural Annotation Overuse2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	apps/extension/README.md	34	### Step 1: Clone this repo	COMMENT
LOW	apps/extension/README.md	42	### Step 2: Build	COMMENT

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	packages/prisma/seed.js	22	name: "John Doe",	CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	apps/worker/lib/ssrfProxy.ts	85	function handleRequest(req: http.IncomingMessage, res: http.ServerResponse) {	CODE

linkwarden/linkwarden

Open-Source Code Quality, Security and Technical Debt Review