0.7

Adjusted Signal

0.7

Raw Pattern Score

100%

Time Factor

2026-10-19

Last Push

6.4K

Stars

HTML

Language

84.8K

Lines of Code

465

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 2.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 47 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

Are imports declared and package/API names verified? 11 finding(s).

Agent Over-Engineering Ratio 2.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 44 finding(s).

PR Review Velocity Impact 3.5/100 · LOW

Which changes need focused human review? 58 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 57

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 58 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 Identifiers44 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW	interface/components/PastTime/index.jsx	20	function formatDistanceFromServerNow(date, clockOffset) {	CODE
LOW	infra/database.js	57	async function tryToGetNewClientFromPool() {	CODE
LOW	infra/database.js	99	async function checkForTooManyConnections(client) {	CODE
LOW	tests/orchestrator.js	375	async function createActivateAccountToken(userObject) {	CODE
LOW	tests/orchestrator.js	379	async function updateActivateAccountTokenByUserId(userId, tokenBody) {	CODE
LOW	tests/orchestrator.js	398	async function updateEmailConfirmationToken(tokenId, tokenBody) {	CODE
LOW	tests/orchestrator.js	417	async function createFirewallTestFunctions() {	CODE
LOW	…/integration/api/v1/_use-cases/csrf-protection.test.js	20	async function buildAuthenticatedRequest(customHeaders) {	CODE
LOW	…/integration/api/v1/_use-cases/csrf-protection.test.js	45	function unsupportedContentTypeError(responseBody) {	CODE
LOW	models/notification.js	10	async function sendReplyEmailToParentUser(createdContent) {	CODE
LOW	models/notification.js	123	function getFirewallDeletedContentLine(contents) {	CODE
LOW	models/session.js	25	function setSessionIdCookieInResponse(sessionToken, response) {	CODE
LOW	models/recovery.js	31	async function findUserByUsernameOrEmail({ username, email }) {	CODE
LOW	models/analytics.js	6	async function getChildContentsPublished() {	CODE
LOW	models/balance.js	81	async function getContentTabcoinsCreditDebit({ recipientId }, options = {}) {	CODE
LOW	models/content.js	68	async function replaceOwnerUsernameWithOwnerId(values) {	CODE
LOW	models/content.js	399	function throwIfSpecifiedParentDoesNotExist(postedContent, newContent) {	CODE
LOW	models/content.js	414	function parseQueryErrorToCustomError(error) {	CODE
LOW	models/content.js	868	function throwIfContentIsAlreadyDeleted(oldContent) {	CODE
LOW	models/content.js	880	function throwIfContentPublishedIsChangedToDraft(oldContent, newContent) {	CODE
LOW	models/content.js	1028	function recursiveInjectChildrenDeepCount(node) {	CODE
LOW	models/content.js	1058	function rankContentListByRelevance(contentList) {	CODE
LOW	models/activation.js	9	async function createAndSendActivationEmail(user) {	CODE
LOW	models/activation.js	46	function getActivationPageEndpoint(tokenId) {	CODE
LOW	models/ban.js	49	async function getAllRatingEventsFromUser(userId, options = {}) {	CODE
LOW	models/email-confirmation.js	49	function getEmailConfirmationPageEndpoint(tokenId) {	CODE
LOW	models/authentication.js	73	function rejectUnsafeCookieRequest(request) {	CODE
LOW	models/authentication.js	105	async function createSessionAndSetCookies(userId, response) {	CODE
LOW	models/firewall/review.js	77	async function validateAndGetRelatedEventsToReview(eventId) {	CODE
LOW	models/firewall/review.js	77	async function validateAndGetRelatedEventsToReview(eventId) {	CODE
LOW	models/firewall/rules.js	83	async function createContentTextRootRule(context) {	CODE
LOW	models/firewall/rules.js	101	async function createContentTextRootRuleSideEffect(context) {	CODE
LOW	models/firewall/rules.js	125	async function createContentTextChildRule(context) {	CODE
LOW	models/firewall/rules.js	143	async function createContentTextChildRuleSideEffect(context) {	CODE
LOW	models/firewall/rules.js	182	function sendContentTextNotification(contentRows, event) {	CODE
LOW	packages/ui/src/_document.test.jsx	95	function suppressDOMNestingWarnings(callback) {	CODE
LOW	packages/ui/src/useConfirm/useConfirm.js	13	function translateCloseTooltipWhenRendered() {	CODE
LOW	…ages/ui/src/Markdown/plugins/copy-code-to-clipboard.js	10	export function copyCodeToClipboardPlugin() {	CODE
LOW	…rc/Markdown/plugins/remove-duplicate-clobber-prefix.js	7	export function removeDuplicateClobberPrefix({ clobberPrefix = 'user-content-' }) {	CODE
LOW	packages/ui/src/Dialog/closeTooltip.js	6	export function translateDialogCloseTooltip() {	CODE
LOW	packages/ui/src/Notifications/NotificationList.jsx	123	function isEventFromTrailingButton(event, id, selectors) {	CODE
LOW	packages/hooks/src/useTreeCollapse/useTreeCollapse.js	214	function distributeRemainingBudget(nodes, remainingBudget) {	CODE
LOW	packages/helpers/src/dom.js	7	export function isTopLeftInUpperLeftViewport(element) {	CODE
LOW	pages/api/v1/contents/index.js	99	function firewallValidationHandler(request, response, next) {	CODE

Fake / Example Data11 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	public/museu/post-01.html	5	--><meta charset=utf-8><meta name=viewport content="width=device-width"><meta name=next-head-count content=2><style>*,:a	CODE
LOW	public/museu/post-01.html	5	--><meta charset=utf-8><meta name=viewport content="width=device-width"><meta name=next-head-count content=2><style>*,:a	CODE
LOW	public/museu/post-02.html	5	--><meta charset=utf-8><meta name=viewport content="width=device-width"><meta name=next-head-count content=2><style>*,:a	CODE
LOW	public/museu/post-02.html	5	--><meta charset=utf-8><meta name=viewport content="width=device-width"><meta name=next-head-count content=2><style>*,:a	CODE
LOW	public/museu/home-12.html	5	--><meta charset=utf-8><meta name=viewport content="width=device-width"><title>TabNews - Drops diários de notícias</titl	CODE
LOW	public/museu/home-12.html	5	--><meta charset=utf-8><meta name=viewport content="width=device-width"><title>TabNews - Drops diários de notícias</titl	CODE
LOW	public/museu/home-04.html	5	--><meta charset=utf-8><meta name=viewport content="width=device-width"><meta name=next-head-count content=2><style>*,:a	CODE
LOW	public/museu/home-04.html	5	--><meta charset=utf-8><meta name=viewport content="width=device-width"><meta name=next-head-count content=2><style>*,:a	CODE
LOW	packages/forms/src/fields/name.test.js	25	expect(fullName.validateOnBlurAndSubmit('John Doe')).toBeNull();	CODE
LOW	packages/forms/src/fields/name.test.js	27	expect(fullName.validateOnBlurAndSubmit('John Doe'.repeat(8) + 'a')).toBe(	CODE
LOW	packages/helpers/src/email.test.js	240	'user@example.com',	CODE

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	package-lock.json	15900	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	next.config.js	67	// TODO: implement "Content-Security-Policy" section	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	pages/api/v1/contents/rss/index.js	17	async function handleRequest(request, response) {	CODE

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Open-Source Code Quality, Security and Technical Debt Review