1.9

Adjusted Signal

1.9

Raw Pattern Score

100%

Time Factor

2026-10-16

Last Push

10.7K

Stars

Vue

Language

74.9K

Lines of Code

272

Files

100

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 5.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 80 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.8/100 · LOW

Are imports declared and package/API names verified? 6 finding(s).

Agent Over-Engineering Ratio 8.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 91 finding(s).

PR Review Velocity Impact 8.5/100 · LOW

Which changes need focused human review? 100 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 14LOW 85

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 100 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 Identifiers77 hits · 85 pts

Severity	File	Line	Snippet	Context
LOW	…posables/practice-sentences/usePracticeSentenceInit.ts	18	export function createSentencePracticeItem(source: SentencePracticeSource): SentencePracticeItem {	CODE
LOW	…posables/practice-sentences/usePracticeSentenceInit.ts	26	export function createWordSentencePracticeItems(word: Word): SentencePracticeItem[] {	CODE
LOW	…posables/practice-sentences/usePracticeSentenceInit.ts	44	export function flattenDictSentencePracticeItems(dict: Dict): SentencePracticeItem[] {	CODE
LOW	…s/practice-sentences/usePracticeSentencePersistence.ts	7	export function usePracticeSentencePersistence() {	CODE
LOW	…ables/practice-sentences/usePracticeSentenceSession.ts	12	export function createDefaultPracticeSentenceSession(): PracticeSentenceSessionState {	CODE
LOW	…ables/practice-sentences/usePracticeSentenceSession.ts	33	export function usePracticeSentenceSession() {	CODE
LOW	…posables/practice-sentences/practice-sentence-cache.ts	52	export async function getPracticeSentenceCacheLocal(): Promise<PracticeSentenceCache \| null> {	CODE
LOW	…posables/practice-sentences/practice-sentence-cache.ts	56	export async function setPracticeSentenceCacheLocal(	CODE
LOW	app/core/composables/usePracticePersistence.ts	77	function isCompactPracticeWordCache(data: PracticeWordCacheStored \| null): data is PracticeWordCacheCompact {	CODE
LOW	app/core/composables/usePracticePersistence.ts	90	function serializePracticeWordCache(data: PracticeWordCache \| null): PracticeWordCacheStored \| null {	CODE
LOW	app/core/composables/usePracticePersistence.ts	137	export function usePracticeWordPersistence() {	CODE
LOW	app/core/composables/usePracticePersistence.ts	170	export function usePracticeArticlePersistence() {	CODE
LOW	app/core/composables/useDataSyncPersistence.ts	291	export async function ensureHashGuardBeforeInit() {	CODE
LOW	app/core/composables/useDataSyncPersistence.ts	466	async function forcePushLocalDataToRemote(data: BackupData['val'], client?: SupabaseClient \| null): Promise<boolean> {	CODE
LOW	app/core/composables/useDataSyncPersistence.ts	577	async function getLocalCompactDataByType(type: SyncDataType) {	CODE
LOW	…composables/practice-words/usePracticeDisplayPolicy.ts	16	export function resolvePracticeViewDefaults(practiceType: WordPracticeType): {	CODE
LOW	…composables/practice-words/usePracticeDisplayPolicy.ts	102	export function useInjectedDisplayActions() {	CODE
LOW⚡	…core/composables/practice-words/visible-word-typing.ts	38	export function normalizePracticeInputCharacter(event: PracticeKeyboardInput, targetCharacter = ''): string {	CODE
LOW⚡	…core/composables/practice-words/visible-word-typing.ts	46	export function isPracticeCharacterCorrect(input: string, target: string \| undefined, ignoreCase: boolean): boolean {	CODE
LOW⚡	…core/composables/practice-words/visible-word-typing.ts	52	export function getPracticeInputCharacterStates(	CODE
LOW⚡	…core/composables/practice-words/visible-word-typing.ts	63	export function getFirstWrongCharacterIndex(input: string, target: string, ignoreCase: boolean): number {	CODE
LOW⚡	…core/composables/practice-words/visible-word-typing.ts	67	export function isWholePracticeInputComplete(input: string, target: string): boolean {	CODE
LOW⚡	…core/composables/practice-words/visible-word-typing.ts	71	export function isWholePracticeInputCorrect(input: string, target: string, ignoreCase: boolean): boolean {	CODE
LOW⚡	…core/composables/practice-words/visible-word-typing.ts	75	export function getWholeInputAfterWrongBackspace(input: string, target: string, ignoreCase: boolean): string {	CODE
LOW	…sables/practice-words/usePracticeTypeWordController.ts	19	export function usePracticeTypeWordController(options: PracticeTypeWordControllerOptions) {	CODE
LOW	…composables/practice-words/usePracticeWordNavigator.ts	61	export function createPracticeWordNavigator(deps: NavigatorDeps) {	CODE
LOW	…composables/practice-words/usePracticeWordNavigator.ts	91	function restoreCursorFromSnapshot(cursor: PracticeFlowCursor): boolean {	CODE
LOW	…re/composables/practice-words/practice-flow-display.ts	29	export function getPracticeFlowDisplayState(input: PracticeFlowDisplayInput): PracticeFlowDisplayState {	CODE
LOW	…re/composables/practice-words/practice-flow-runtime.ts	165	export function resolveFlowConfigOrSystem(value: unknown): PracticeFlowConfig {	CODE
LOW	…re/composables/practice-words/practice-flow-runtime.ts	256	export function createPracticeFlowRuntime(initialConfig: PracticeFlowConfig = BUILTIN_FLOWS.system) {	CODE
LOW	…re/composables/practice-words/practice-word-session.ts	50	export function resolveNewerRemotePracticeCacheTime(	CODE
LOW	…re/composables/practice-words/practice-word-session.ts	91	function serializePracticeWordCache(data: PracticeWordCache \| null): PracticeWordCacheCompact \| null {	CODE
LOW	…re/composables/practice-words/practice-word-session.ts	166	export function usePracticeWordPersistence() {	CODE
LOW	…e/composables/practice-words/usePracticeWordSession.ts	209	function toggleWordSimpleForCurrent() {	CODE
LOW	…e/composables/practice-words/usePracticeWordSession.ts	253	function updateCompletedDictProgress(ignoreScope: 'remaining' \| 'all') {	CODE
LOW	app/core/composables/practice-words/practice-audio.ts	13	export function shouldChainPracticeFirstSentence(context: PracticeFirstSentenceContext): boolean {	CODE
LOW	…ore/composables/practice-words/usePracticeIdleTimer.ts	88	export function canAutoResumeVisibilityTimer(timer: {	CODE
LOW	app/core/utils/cache.ts	97	export function resolveLegacyPracticeWordCursor(	CODE
LOW	app/core/utils/cache.ts	207	export function checkAndUpgradePracticeWordCache(	CODE
LOW⚡	app/core/utils/cache.ts	282	export async function getPracticeWordCacheLocal(): Promise<PracticeWordCacheStored \| null> {	CODE
LOW⚡	app/core/utils/cache.ts	286	export async function getPracticeWordCacheLocalWithMeta(): Promise<LocalCacheResult<PracticeWordCacheStored> \| null> {	CODE
LOW⚡	app/core/utils/cache.ts	290	export async function setPracticeWordCacheLocal(	CODE
LOW⚡	app/core/utils/cache.ts	297	export async function getPracticeArticleCacheLocal(): Promise<PracticeArticleCache \| null> {	CODE
LOW⚡	app/core/utils/cache.ts	301	export async function getPracticeArticleCacheLocalWithMeta(): Promise<LocalCacheResult<PracticeArticleCache> \| null> {	CODE
LOW⚡	app/core/utils/cache.ts	305	export async function setPracticeArticleCacheLocal(	CODE
LOW	app/core/utils/index.ts	148	export async function checkAndUpgradeSaveSetting(val: any) {	CODE
LOW	app/core/utils/index.ts	514	export function normalizeShufflePracticeRange(range: ShufflePracticeRange, max: number): ShufflePracticeRange {	CODE
LOW	app/core/hooks/article.ts	393	function hasValidArticleTextAudioPosition(target: ArticleTextAudio) {	CODE
LOW	app/core/hooks/theme.ts	22	export function listenToSystemThemeChange(call: (theme: Theme) => void) {	CODE
LOW	app/core/hooks/event.ts	317	export function useStartKeyboardEventListener() {	CODE
LOW	app/core/hooks/event.ts	387	export function useOnKeyboardEventListener(onKeyDown: (e: KeyboardEvent) => void, onKeyUp: (e: KeyboardEvent) => void) {	CODE
LOW	app/core/hooks/translate.ts	5	export function getSentenceAllTranslateText(article: Article) {	CODE
LOW	app/components/word/TypeWord.vue	119	function onSentencePracticeComplete() {	CODE
LOW	app/components/article/EditArticle.vue	283	function handleShowEditAudioDialog(val: Sentence, i: number, j: number) {	CODE
LOW	app/components/article/EditArticle.vue	336	function setPreEndTimeToCurrentStartTime() {	CODE
LOW	app/pages/setting.vue	212	function upgradeImportedPracticeWordCache(data: BackupData['val']) {	CODE
LOW	app/pages/(words)/words.vue	113	function toggleAutoAddRandomReview(enabled: boolean) {	CODE
LOW	app/pages/(words)/words.vue	501	async function onShufflePracticeSettingOk(setting: ShufflePracticeSetting) {	CODE
LOW	app/pages/(words)/practice-words/[id].vue	142	function clearVisibilityResumeTimer() {	CODE
LOW	app/pages/(words)/practice-words/[id].vue	162	async function checkRemotePracticeUpdate(): Promise<boolean> {	CODE
17 more matches not shown…

Decorative Section Separators14 hits · 42 pts

Severity	File	Line	Snippet	Context
MEDIUM	…core/composables/practice-words/practice-flow-types.ts	8	// ─── 显隐策略 ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…core/composables/practice-words/practice-flow-types.ts	18	// ─── 流程模型 ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…core/composables/practice-words/practice-flow-types.ts	33	// ─── wordLoop 子步骤 ────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…core/composables/practice-words/practice-flow-types.ts	51	// ─── onEnd 串行动作系统 ─────────────────────────────────────────────────────────	COMMENT
MEDIUM	…core/composables/practice-words/practice-flow-types.ts	111	// ─── Cursor 模型 ───────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…core/composables/practice-words/practice-flow-types.ts	133	// ─── 阶段定义（cursor-native，不含 stage 字段） ──────────────────────────────────	COMMENT
MEDIUM	…core/composables/practice-words/practice-flow-types.ts	149	// ─── 流程启动结果 ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…core/composables/practice-words/practice-flow-types.ts	159	// ─── 持久化快照 ─────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…composables/practice-words/usePracticeWordNavigator.ts	44	// ─── 词源解析 ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…composables/practice-words/usePracticeWordNavigator.ts	59	// ─── 主工厂 ──────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…composables/practice-words/usePracticeWordNavigator.ts	161	// ─── wordLoop 子步骤推进 ──────────────────────────────────────────────────────	COMMENT
MEDIUM	…composables/practice-words/usePracticeWordNavigator.ts	297	// ─── 错词清空（由 onEnd wrongWordClear action 驱动） ────────────────────────	COMMENT
MEDIUM	…composables/practice-words/usePracticeWordNavigator.ts	308	// ─── 即时型 action 执行 ───────────────────────────────────────────────────────	COMMENT
MEDIUM	…composables/practice-words/usePracticeWordNavigator.ts	319	// ─── onEnd action 队列处理 ───────────────────────────────────────────────────	COMMENT

Cross-Language Confusion (JS/TS)1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	public/libs/Shepherd.14.5.1.mjs.js	4591	* @return True if the step is open and visible	COMMENT

Fake / Example Data5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	app/base/BaseInput.vue	133	:placeholder="placeholder"	CODE
LOW	app/base/Textarea.vue	6	:placeholder="placeholder"	CODE
LOW	public/libs/lafiveone.js	6	(function(c){'use strict';var e=window,g=e['document'],h=encodeURIComponent,i=A('Object'),j=A('Number'),k=A('String'),m=	CODE
LOW	public/libs/51.js	1	(function(c){'use strict';var e=window,g=e['document'],h=encodeURIComponent,i=A('Object'),j=A('Number'),k=A('String'),m=	CODE
LOW	public/libs/snapdom.min.js	17	`:""}function Ge(t){t&&(t.nodeType===Node.ELEMENT_NODE&&t.setAttribute("data-sd-slotted",""),t.querySelectorAll&&t.query	CODE

Over-Commented Block3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	app/components/practice-sentences/TypingSentence.vue	61	// text = doc.verbs().toInfinitive().text()	COMMENT
LOW	app/components/article/TypingArticle.vue	421	onTyping(e)	COMMENT
LOW	public/libs/Shepherd.14.5.1.mjs.js	2781	// flush() calls callbacks in this order:	COMMENT

zyronon/TypeWords

Open-Source Code Quality, Security and Technical Debt Review