0.7

Adjusted Signal

0.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

11.9K

Stars

JavaScript

Language

186.6K

Lines of Code

1.7K

Files

104

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 2.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 87 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 12 finding(s).

Agent Over-Engineering Ratio 1.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 55 finding(s).

PR Review Velocity Impact 3.0/100 · LOW

Which changes need focused human review? 104 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 4LOW 100

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 104 distinct pattern matches across 9 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 Identifiers50 hits · 52 pts

Severity	File	Line	Snippet	Context
LOW	next.config.js	133	function isVersionedPageBlockCacheKey(key) {	CODE
LOW	next.config.js	138	function pruneTransientNotionDataCache(dataDir) {	CODE
LOW	tools/notionnext-content-mcp/server.js	847	function buildPropertiesFromSchema(draft, dataSource) {	CODE
LOW	tools/notionnext-content-mcp/server.js	1118	function getPageParentDataSourceId(page) {	CODE
LOW	tools/notionnext-content-mcp/server.js	1122	function assertPageInsideAllowedDataSource(page) {	CODE
LOW	docs/developer/themes/CLAUDE.md	648	function getOrCreateTerminalSession() {	CODE
LOW	docs/developer/themes/CLAUDE.md	648	function getOrCreateTerminalSession() {	CODE
LOW	components/GoogleAdsense.js	40	function getNodesWithAdsByGoogleClass(node) {	CODE
LOW	__tests__/lib/cache/file_lock.test.js	13	async function loadFileLockWithTempCache() {	CODE
LOW	scripts/final-validation.js	29	function validateOptimizationTasks() {	CODE
LOW	lib/middleware/security.js	254	export function securityHeadersMiddleware() {	CODE
LOW⚡	lib/cache/cache_manager.js	59	export async function getOrSetDataWithCache(key, getDataFunction, ...getDataArgs) {	CODE
LOW⚡	lib/cache/cache_manager.js	63	export async function getOrSetDataWithCustomCache(	CODE
LOW⚡	lib/cache/cache_manager.js	63	export async function getOrSetDataWithCustomCache(	CODE
LOW	lib/config/env-validation.js	121	export function validateEnvironmentVariables() {	CODE
LOW	lib/server/revalidation.js	8	export function normalizeRevalidationPath(value) {	CODE
LOW	lib/utils/rss.js	14	export function shouldGenerateRssForLocale({	CODE
LOW	lib/utils/articleCopyright.js	1	export function resolveArticleCopyrightText({ post, locale, mode }) {	CODE
LOW	lib/utils/post.js	92	export function checkSlugHasMorThanTwoSlash(row) {	CODE
LOW	lib/utils/post.js	205	async function getOriginalityProofManifest(post, siteUrl) {	CODE
LOW	lib/utils/index.js	68	export function convertUrlStartWithOneSlash(str) {	CODE
LOW	lib/utils/originalityProof.js	18	export function isOriginalityProofEnabled(globalEnabled, post = {}) {	CODE
LOW	lib/utils/originalityProof.js	92	export function applyOriginalityProofRecord(proof, record) {	CODE
LOW	lib/utils/originalityProof.js	104	export function formatOriginalityProofText(proof = {}) {	CODE
LOW	lib/utils/pinnedPosts.js	23	export function sortPinnedPostsByLatestUpdate(posts, topTag) {	CODE
LOW	lib/utils/stripTransientUrlParams.js	8	export function stripTransientQueryParamsFromUrl(fullUrl) {	CODE
LOW	lib/utils/stripTransientUrlParams.js	36	export function stripTransientQueryParamsFromAsPath(asPath) {	CODE
LOW	lib/utils/originalityProofManifest.js	7	export function isOriginalityProofAutoManifestEnabled(value) {	CODE
LOW	lib/utils/originalityProofManifest.js	42	export function createOriginalityProofManifest(proofs = []) {	CODE
LOW	lib/utils/originalityProofManifest.js	69	export function findOriginalityProofManifestRecord(	CODE
LOW	lib/utils/originalityProofManifest.js	84	export function recordOriginalityProofManifest(	CODE
LOW	lib/notion/galleryVisibilityClassName.js	1	export function galleryVisibilityClassName(collectionView) {	CODE
LOW	lib/site/typedCollections.js	15	export function sortTypedPagesByPublishDate(items) {	CODE
LOW	lib/db/SiteDataApi.js	286	function pruneUnusedCollectionRecords(blockMap) {	CODE
LOW	lib/db/notion/memberDataSource.js	117	export async function fetchMembersFromOfficialAPI({	CODE
LOW	lib/db/notion/getPageProperties.js	259	function shouldUseMappedCategorySlug(properties, NOTION_CONFIG) {	CODE
LOW	lib/db/notion/getPostBlocks.js	30	export function normalizePageBlockCacheVersion(cacheVersion) {	CODE
LOW	lib/db/notion/getPostBlocks.js	223	export function preferStablePdfSignedUrls(recordMap) {	CODE
LOW	lib/db/notion/getPostBlocks.js	279	async function addHtmlArtifactSignedUrls(recordMap) {	CODE
LOW	lib/db/notion/filterCollectionViewData.js	54	function normalizeCollectionQueryResults(collectionQuery) {	CODE
LOW	lib/db/notion/filterCollectionViewData.js	68	function getInheritedCollectionViewFilters(blockMap) {	CODE
LOW	lib/db/notion/normalizeExternalMediaBlock.js	1	export function normalizeExternalMediaBlock(blockValue) {	CODE
LOW	lib/db/notion/getNotionConfig.js	21	export async function getConfigMapFromConfigPage(allPages) {	CODE
LOW	themes/fuwari/utils/commentEnabled.js	9	export function isCommentServiceConfigured() {	CODE
LOW	themes/endspace/components/searchHighlight.js	10	export default async function replaceEndspaceSearchResult({ doms, search, target }) {	CODE
LOW	themes/claude/components/NavBar.js	39	function getOrCreateTerminalSession() {	CODE
LOW	themes/claude/components/NavBar.js	39	function getOrCreateTerminalSession() {	CODE
LOW	themes/heo/components/InfoCard.js	11	export function normalizeInfoCardGreetings(value) {	CODE
LOW	themes/heo/components/InfoCard.js	41	export function shouldUseInfoCardBlurAvatar(isSlugPage, avatarBlurEnabled) {	CODE
LOW	themes/gitbook/components/NavPostList.js	152	function getDefaultOpenIndexByPath(categoryFolders, path) {	CODE

Over-Commented Block25 hits · 25 pts

Severity	File	Line	Snippet	Context
LOW	next.config.js	361	// key: 'Strict-Transport-Security',	COMMENT
LOW	next.config.js	381	// { key: 'Access-Control-Allow-Credentials', value: 'false' },	COMMENT
LOW	next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	types/index.ts	241	// export * from './notion'	COMMENT
LOW	components/ValineComponent.js	41	// newComments.name = new Date()	COMMENT
LOW	components/PWA.js	61	})	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		COMMENT
LOW	lib/themeConsoleStyle.js	61	#${rootId} [class~="hover:bg-primary"]:hover,	COMMENT
LOW	lib/themeConsoleStyle.js	81	#${rootId} [class*="hover:text-indigo-"]:hover,	COMMENT
LOW	lib/plugins/busuanzi.js	1	/* eslint-disable */	COMMENT
LOW	lib/plugins/mhchem.js	101	//	COMMENT
LOW	lib/plugins/mhchem.js	121	// buffer.rdt == arrow, script above, type	COMMENT
LOW	lib/plugins/mhchem.js	181	//	COMMENT
LOW	lib/db/SiteDataApi.js	581	// const limit = pLimit(10)	COMMENT
LOW	themes/proxio/components/Header.js	41	// // eslint-disable-next-line camelcase	COMMENT
LOW	themes/endspace/style.js	301	#theme-endspace #notion-article .notion,	COMMENT
LOW	themes/endspace/style.js	321	#theme-endspace #notion-article .notion-property-title,	COMMENT
LOW	themes/endspace/config.js	61		COMMENT
LOW	themes/claude/style.js	2241	#theme-claude pre[class*='language-'] .token.cdata,	COMMENT
LOW	themes/claude/style.js	2261	#theme-claude pre[class*='language-'] .token.class-name,	COMMENT
LOW	themes/claude/style.js	2281	color: var(--claude-code-token-css-string) !important;	COMMENT
LOW	themes/claude/style.js	2301	#theme-claude pre[class*='language-'] .token.operator,	COMMENT
LOW	themes/xuhome/style.js	121	background-color: var(--xuhome-console-bg) !important;	COMMENT
LOW	themes/nav/components/SearchInput.js	21	if (keyword) {	COMMENT

Fake / Example Data12 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	public/themes/claude/github-markdown-css/index.html	1069	<pre><code>> This is a blockquote with two paragraphs. Lorem ipsum dolor sit amet,	CODE
LOW	public/themes/claude/github-markdown-css/index.html	1069	<pre><code>> This is a blockquote with two paragraphs. Lorem ipsum dolor sit amet,	CODE
LOW	public/themes/claude/github-markdown-css/index.html	1080	<pre><code>> This is a blockquote with two paragraphs. Lorem ipsum dolor sit amet,	CODE
LOW	public/themes/claude/github-markdown-css/index.html	1080	<pre><code>> This is a blockquote with two paragraphs. Lorem ipsum dolor sit amet,	CODE
LOW⚡	public/themes/claude/github-markdown-css/index.html	1188	<pre><code>* Lorem ipsum dolor sit amet, consectetuer adipiscing elit.	CODE
LOW⚡	public/themes/claude/github-markdown-css/index.html	1188	<pre><code>* Lorem ipsum dolor sit amet, consectetuer adipiscing elit.	CODE
LOW⚡	public/themes/claude/github-markdown-css/index.html	1197	<pre><code>* Lorem ipsum dolor sit amet, consectetuer adipiscing elit.	CODE
LOW⚡	public/themes/claude/github-markdown-css/index.html	1197	<pre><code>* Lorem ipsum dolor sit amet, consectetuer adipiscing elit.	CODE
LOW	public/themes/claude/github-markdown-css/index.html	1238	<pre><code>1. This is a list item with two paragraphs. Lorem ipsum dolor	CODE
LOW	public/themes/claude/github-markdown-css/index.html	1256	only required to indent the first line. Lorem ipsum dolor	CODE
LOW	__tests__/lib/requestSecurity.test.js	91	'user@example.com',	CODE
LOW	__tests__/lib/utils/validation.test.js	9	'user+tag@example.org',	CODE

Verbosity Indicators5 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW⚡	__tests__/components/PWAInstaller.test.js	40	// Step 1: render with PWA disabled — triggers getRegistration()	COMMENT
LOW⚡	__tests__/components/PWAInstaller.test.js	46	// Step 2: switch to enabled before getRegistration resolves	COMMENT
LOW⚡	__tests__/components/PWAInstaller.test.js	53	// Step 3: resolve the pending getRegistration promise	COMMENT
LOW⚡	.github/workflows/sync.yaml	16	# Step 1: run a standard checkout action	COMMENT
LOW⚡	.github/workflows/sync.yaml	20	# Step 2: run the sync action	COMMENT

Structural Annotation Overuse5 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW⚡	__tests__/components/PWAInstaller.test.js	40	// Step 1: render with PWA disabled — triggers getRegistration()	COMMENT
LOW⚡	__tests__/components/PWAInstaller.test.js	46	// Step 2: switch to enabled before getRegistration resolves	COMMENT
LOW⚡	__tests__/components/PWAInstaller.test.js	53	// Step 3: resolve the pending getRegistration promise	COMMENT
LOW⚡	.github/workflows/sync.yaml	16	# Step 1: run a standard checkout action	COMMENT
LOW⚡	.github/workflows/sync.yaml	20	# Step 2: run the sync action	COMMENT

Excessive Try-Catch Wrapping4 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	pushUrl.py	45	except Exception as e:	CODE
MEDIUM	pushUrl.py	46	print("An error occurred:", e)	CODE
LOW	pushUrl.py	64	except Exception as e:	CODE
MEDIUM	pushUrl.py	65	print("An error occurred:", e)	CODE

Decorative Section Separators1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	lib/db/SiteDataApi.js	788	// ─── 工具函数 ─────────────────────────────────────────────────────────────────	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	public/themes/claude/github-markdown-css/index.html	1279	<p>It's worth noting that it's possible to trigger an ordered list by	CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	tools/notionnext-content-mcp/server.js	1763	async function handleRequest(message) {	CODE

notionnext-org/NotionNext

Open-Source Code Quality, Security and Technical Debt Review