0.4

Adjusted Signal

0.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

6.2K

Stars

TypeScript

Language

421.9K

Lines of Code

7.5K

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 0.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 69 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 9 finding(s).

Agent Over-Engineering Ratio 1.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 60 finding(s).

PR Review Velocity Impact 1.8/100 · LOW

Which changes need focused human review? 99 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 1HIGH 3MEDIUM 17LOW 78

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 99 distinct pattern matches across 10 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.

Decorative Section Separators17 hits · 51 pts

Severity	File	Line	Snippet	Context
MEDIUM	web/fontmin/subset.sh	24	# ── Step 1: 生成常用字表 ──────────────────────────────────────────────	COMMENT
MEDIUM	web/fontmin/subset.sh	60	# ── Step 2: 使用 pyftsubset 裁剪字体 ──────────────────────────────────	COMMENT
MEDIUM	web/fontmin/subset.sh	89	# ── Step 3: 汇总 ─────────────────────────────────────────────────────	COMMENT
MEDIUM	android/rust/build-android.sh	4	# ============================================================	COMMENT
MEDIUM	android/rust/build-android.sh	10	# ============================================================	COMMENT
MEDIUM	android/rust/build-android.sh	28	# ============================================================	COMMENT
MEDIUM	android/rust/build-android.sh	37	# ============================================================	COMMENT
MEDIUM	android/rust/build-android.sh	65	# ============================================================	COMMENT
MEDIUM	android/rust/build-android.sh	67	# ============================================================	COMMENT
MEDIUM	android/rust/build-android.sh	92	# ============================================================	COMMENT
MEDIUM	android/rust/build-android.sh	94	# ============================================================	COMMENT
MEDIUM	android/rust/build-android.sh	117	# ============================================================	COMMENT
MEDIUM	android/rust/build-android.sh	123	# ============================================================	COMMENT
MEDIUM	android/rust/build-android.sh	217	# ============================================================	COMMENT
MEDIUM	android/rust/build-android.sh	219	# ============================================================	COMMENT
MEDIUM	android/rust/build-android.sh	240	# ============================================================	COMMENT
MEDIUM	android/rust/build-android.sh	242	# ============================================================	COMMENT

Hyper-Verbose Identifiers39 hits · 39 pts

Severity	File	Line	Snippet	Context
LOW	src/stores/rakuen/common.ts	561	export function convertGroupTopicsToUserTopics(	CODE
LOW	src/stores/collection/common.ts	36	export function cheerioUserCollectionsTags(html: string) {	CODE
LOW	src/stores/subject/common.ts	185	export function cheerioSubjectEpsFromHTML(html: string) {	CODE
LOW	src/utils/calendar/index.ts	22	export async function calendarEventsRequestPermissions(): Promise<	CODE
LOW	src/utils/calendar/index.ts	83	export async function calendarEventsSaveGameReleaseDate(	CODE
LOW	src/utils/calendar/index.ts	105	export function resetCalendarCacheForTest() {	CODE
LOW	src/utils/kv/index.ts	793	export function searchEncoreSubjectTopics(options?: SearchOptions) {	CODE
LOW	src/utils/app/ages.ts	127	function getCurrentYearWithDecimal(): number {	CODE
LOW	src/utils/hooks/useCachedResources.ts	93	async function loadResourcesAndDataAsync() {	CODE
LOW	src/utils/hooks/useAnimatedSensor.android.ts	46	function adjustRotationToInterfaceOrientation(data: ValueRotation) {	CODE
LOW	src/utils/hooks/useAnimatedSensor.android.ts	71	function adjustVectorToInterfaceOrientation(data: Value3D) {	CODE
LOW	src/utils/thirdParty/axios.js	2	(function webpackUniversalModuleDefinition(root, factory) {	CODE
LOW	src/utils/thirdParty/axios.js	540	this.interceptors.request.forEach(function unshiftRequestInterceptors(interceptor) {	CODE
LOW	src/utils/thirdParty/axios.js	736	function throwIfCancellationRequested(config) {	CODE
LOW	src/utils/thirdParty/ja.ts	296	function removeFirstBracketContent(input: string) {	CODE
LOW	src/utils/thirdParty/open-cc/converter.ts	33	function getIdeographicDescriptionArity(cp: number): number {	CODE
LOW	src/utils/thirdParty/open-cc/converter.ts	40	function getIdeographicDescriptionSequenceEnd(s: string, i: number): number {	CODE
LOW	src/utils/thirdParty/pinyin/index.ts	8	function syncGetPinYinFirstCharacter(): typeof import('./dict')['getPinYinFirstCharacter'] {	CODE
LOW	src/screens/user/smb/utils/directory.ts	168	function getSecondLastPathComponent(input: string) {	CODE
LOW	…nent/tinygrail/avatar-alert-tinygrail-assets/index.tsx	20	function AvatarAlertTinygrailAssets({ filter }: WithFilterProps) {	CODE
LOW	…/_/base/name/vertical-align-with-remove-spec/index.tsx	15	function VerticalAlignWithRemoveSpec({	CODE
LOW	src/screens/_/base/vertical-align/hooks.ts	20	export function useVerticalAlignDetection({ text, onHit }: UseVerticalAlignDetectionParams) {	CODE
LOW	src/screens/tinygrail/transaction/hooks.ts	14	export function useTinygrailTransactionPage(props: NavigationProps) {	CODE
LOW	src/screens/tinygrail/advance-auction/hooks.ts	14	export function useTinygrailAdvanceAuctionPage(props: NavigationProps) {	CODE
LOW	src/screens/tinygrail/advance-bid/hooks.ts	14	export function useTinygrailAdvanceBidPage(props: NavigationProps) {	CODE
LOW	src/screens/tinygrail/sacrifice/hooks.ts	15	export function useTinygrailSacrificePage(props: NavigationProps) {	CODE
LOW	src/screens/tinygrail/wiki/utils.ts	11	export function startsWithNumberDotNumber(str: string) {	CODE
LOW	src/screens/tinygrail/advance-state/hooks.ts	14	export function useTinygrailAdvanceStatePage(props: NavigationProps) {	CODE
LOW	src/screens/tinygrail/advance-ask/hooks.ts	15	export function useTinygrailAdvanceAskPage(props: NavigationProps) {	CODE
LOW	src/screens/tinygrail/logs/component/item/utils.ts	55	export function insertNewlineBeforeSecondBracket(text: string) {	CODE
LOW	src/screens/tinygrail/advance-sacrifice/hooks.tsx	14	export function useTinygrailAdvanceSacrificePage(props: NavigationProps) {	CODE
LOW	src/screens/tinygrail/lottery-rank/hooks.ts	15	export function useTinygrailLotteryRankPage(props: NavigationProps) {	CODE
LOW	src/screens/tinygrail/chara-assets/hooks.ts	15	export function useTinygrailCharaAssetsPage(props: NavigationProps) {	CODE
LOW	src/screens/tinygrail/clipboard/hooks.ts	14	export function useTinygrailClipboardPage(props: NavigationProps) {	CODE
LOW	src/components/katakana/provider/layout.ts	28	export function getLineHeightCompensation(line: TextLayoutLine, fullLineHeight: number): number {	CODE
LOW	src/components/squircle/native.ts	28	export function isNativeSquircleAvailable(): boolean {	CODE
LOW	src/components/hold-menu/index.tsx	17	function HoldMenuProviderComponent({ children }: React.PropsWithChildren<{}>) {	CODE
LOW	src/components/text/utils.ts	19	export function setComponentsDefaultProps() {	CODE
LOW	src/components/@/react-native-render-html/src/utils.ts	16	export function optimizeComputeTextStyles(styles: TextStyle) {	CODE

Overly Generic Function Names16 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	src/stores/system/utils.ts	12	export async function getData() {	CODE
LOW	src/utils/subject/onair.ts	14	function getData() {	CODE
LOW	src/utils/subject/music/index.ts	39	function getData() {	CODE
LOW	src/utils/subject/nsfw/index.ts	33	function getData() {	CODE
LOW	src/utils/subject/real/index.ts	39	function getData() {	CODE
LOW	src/utils/subject/hentai/index.ts	44	function getData() {	CODE
LOW	src/utils/subject/game/index.ts	92	function getData(): Item[] {	CODE
LOW	src/utils/subject/manga/index.ts	96	function getData() {	CODE
LOW	src/utils/subject/adv/index.ts	63	function getData(): Item[] {	CODE
LOW	src/utils/subject/anime/index.ts	42	function getData() {	CODE
LOW	src/utils/subject/album/index.ts	72	function getData() {	CODE
LOW	src/utils/subject/wenku/index.ts	92	function getData() {	CODE
LOW	src/screens/discovery/vib/utils.ts	64	export async function getData(): Promise<Data> {	CODE
LOW	…screens/discovery/calendar/component/tool-bar/utils.ts	43	export function getData(data: Calendar['list']): Data {	CODE
LOW	src/screens/discovery/bi-weekly/utils.ts	15	export async function getData(): Promise<Data> {	CODE
LOW	src/screens/user/zone/component/menu/menu/ds.ts	131	function getData({ $ }: Ctx) {	CODE

Empty Error Handlers3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	web/fontmin/scan-chars.py	31	except Exception:	CODE
HIGH	web/fontmin/gen-common-chars.py	139	except UnicodeDecodeError:	CODE
HIGH	web/fontmin/gen-common-chars.py	158	except UnicodeDecodeError:	CODE

Over-Commented Block13 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	web/fontmin/subset.sh	1	#!/bin/bash	COMMENT
LOW	.github/workflows/build-ipa.yml	1	name: Build unsigned IPA	COMMENT
LOW	src/config/routes.ts	21	// id: 68522148	COMMENT
LOW	src/constants/model/rank.ts	321	// label: 'PC98',	COMMENT
LOW	src/constants/data/menu.ts	201	}	COMMENT
LOW	src/stores/tinygrail/fetch.ts	1861		COMMENT
LOW	src/stores/tinygrail/fetch.ts	1881	// ...LIST_EMPTY	COMMENT
LOW	src/stores/tinygrail/fetch.ts	1901	// return null	COMMENT
LOW	src/stores/tinygrail/fetch.ts	1921	// } catch (error) {	COMMENT
LOW	src/screens/tinygrail/items/store/action.ts	141	// price: item.currentPrice,	COMMENT
LOW	src/styles/index.scss	1	/*	COMMENT
LOW	src/components/@/react-native-render-html/src/HTML.jsx	41		COMMENT
LOW	src/components/@/react-native-render-html/src/HTML.jsx	61	// containerStyle: ViewPropTypes ? ViewPropTypes.style : View.propTypes.style,	COMMENT

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	…om/czy0729/bangumi/doh/BangumiOkHttpClientFactory.java	154	.cookieJar(new com.facebook.react.modules.network.ReactCookieJarContainer())	CODE

Fake / Example Data6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	src/screens/_/base/mesume-chat/hooks.ts	21	}: Pick<Props, 'value' \| 'placeholder' \| 'onRefresh'>) {	CODE
LOW	src/components/fixed-textarea/textarea/types.ts	12	'simple' \| 'marks' \| 'source' \| 'placeholder' \| 'onChange' \| 'onSubmit'	CODE
LOW	src/components/image/ds.ts	57	'placeholder',	CODE
LOW	src/components/image/skeleton/types.ts	11	export type Props = Pick<ParentProps, 'textOnly' \| 'placeholder'> & {	CODE
LOW	src/components/avatar/types.ts	41	\| 'placeholder'	CODE
LOW	src/components/avatar/avatar-image/types.ts	17	\| 'placeholder'	CODE

Unused Imports2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	web/fontmin/scan-chars.py	8		CODE
LOW	web/fontmin/gen-common-chars.py	16		CODE

Excessive Try-Catch Wrapping1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	web/fontmin/scan-chars.py	31	except Exception:	CODE

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	web/fontmin/scan-chars.py	18		CODE

czy0729/Bangumi

Open-Source Code Quality, Security and Technical Debt Review