2.2

Adjusted Signal

2.2

Raw Pattern Score

100%

Time Factor

2026-10-17

Last Push

4.0K

Stars

TypeScript

Language

37.0K

Lines of Code

405

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 9.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 64 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.3/100 · LOW

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

Agent Over-Engineering Ratio 5.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 39 finding(s).

PR Review Velocity Impact 10.1/100 · LOW

Which changes need focused human review? 65 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 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 65 distinct pattern matches across 4 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 Identifiers39 hits · 39 pts

Severity	File	Line	Snippet	Context
LOW	packages/parser/src/sceneTextPreProcessor.ts	28	function sceneTextPreProcessPassOne(lines: string[]): string[] {	CODE
LOW	packages/parser/src/sceneTextPreProcessor.ts	95	function sceneTextPreProcessPassTwo(lines: string[]): string[] {	CODE
LOW	packages/webgal/public/webgal-serviceworker.js	29	function isHashedBuildAssetRequest(request) {	CODE
LOW	packages/webgal/src/UI/Flowchart/Flowchart.tsx	352	function normalizeLockedNodeVisibility(value: unknown): LockedNodeVisibility {	CODE
LOW	packages/webgal/src/UI/Flowchart/Flowchart.tsx	378	function getConnectorSegmentsBySource(	CODE
LOW	packages/webgal/src/UI/Backlog/Backlog.tsx	254	export function mergeStringsAndKeepObjects(arr: ReactNode[]): ReactNode[][] {	CODE
LOW	packages/webgal/src/types/editorPreviewProtocol.ts	501	export function isPreviewRequestErrorCode(value: unknown): value is PreviewRequestErrorCode {	CODE
LOW	packages/webgal/src/types/editorPreviewProtocol.ts	517	export function isPreviewRequestErrorEnvelope(value: unknown): value is PreviewRequestErrorEnvelope {	CODE
LOW	packages/webgal/src/types/editorPreviewProtocol.ts	550	export function isPreviewCommandRequestEnvelope(value: unknown): value is RequestEnvelopeByType<PreviewCommandType> {	CODE
LOW	packages/webgal/src/types/editorPreviewProtocol.ts	562	export function isPreviewResponseEnvelope(value: unknown): value is ResponseEnvelopeByType<PreviewResponseType> {	CODE
LOW	packages/webgal/src/types/editorPreviewProtocol.ts	566	export function isKnownPreviewRequestErrorEnvelope(	CODE
LOW	packages/webgal/src/Core/util/getSentenceArg.ts	31	export function getFigurePositionFromArgs(sentence: ISentence): IFigurePosition \| '' {	CODE
LOW	…/Core/util/syncWithEditor/previewSetEffectTransform.ts	6	export function mergeSetEffectPreviewTransform(baseline: ITransform, transform?: SetEffectTransformInput): ITransform {	CODE
LOW	…util/syncWithEditor/runtime/targetTransformBaseline.ts	63	export function isTargetTransformBaselineSyncSettled(result: FastPreviewResult \| null, sceneName: string): boolean {	CODE
LOW	…util/syncWithEditor/runtime/targetTransformBaseline.ts	67	export function createTargetTransformBaselineManager(): TargetTransformBaselineManager {	CODE
LOW	…util/syncWithEditor/runtime/targetTransformBaseline.ts	255	function getSnapshotTransformOverride(	CODE
LOW	…util/syncWithEditor/runtime/targetTransformBaseline.ts	267	function createSparseTransformOverride(transform: ITransform, base: ITransform): ITransform {	CODE
LOW	…e/util/syncWithEditor/runtime/previewDebugVariables.ts	11	function clearPreviewDebugVariables() {	CODE
LOW	…e/util/syncWithEditor/runtime/previewDebugVariables.ts	26	export function applyPreviewDebugVariables(debugVariables: DebugVariable[] = []) {	CODE
LOW	…til/syncWithEditor/runtime/embeddedPreviewBootstrap.ts	24	function isBootstrapProvideMessage(value: unknown): value is BootstrapProvideMessage {	CODE
LOW	…re/util/syncWithEditor/runtime/previewSyncTransport.ts	40	export function createPreviewSyncTransport({	CODE
LOW	…util/syncWithEditor/runtime/previewSyncSceneCommand.ts	49	export function executePreviewSyncSceneCommand(	CODE
LOW	…util/syncWithEditor/runtime/previewSyncSceneCommand.ts	260	function shouldContinueFastPreview(sentenceId: number, currentSceneName: string, baseSceneStackDepth: number): boolean {	CODE
LOW	…c/Core/util/syncWithEditor/runtime/previewStopPoint.ts	33	export function didFastPreviewStopAtTarget(	CODE
LOW	packages/webgal/src/Core/util/fonts/fontOptions.ts	24	export function buildFontOptionsFromTemplate(fonts: TemplateFontDescriptor[]): FontOption[] {	CODE
LOW	…bgal/src/Core/gameScripts/figureAssociatedAnimation.ts	20	export function setFigureAssociatedAnimation(sentence: ISentence, targetId: string) {	CODE
LOW	…ges/webgal/src/Core/controller/storage/fastSaveLoad.ts	23	function dumpFastSaveToStorageSerial() {	CODE
LOW	…/webgal/src/Core/controller/stage/pixi/referenceBox.ts	46	function createStageFrameReferenceBox(stageSize: SizeLike): ReferenceBox {	CODE
LOW	…/webgal/src/Core/controller/stage/pixi/referenceBox.ts	59	export function queryStageObjectReferenceBox(	CODE
LOW	…src/Core/controller/stage/pixi/stageEffectTransform.ts	39	export function applyTransformToPixiContainer(	CODE
LOW	…/src/Core/controller/stage/pixi/animations/template.ts	8	export function generateTemplateAnimationObj(targetKey: string, duration: number) {	CODE
LOW	…stage/pixi/animations/generateTransformAnimationObj.ts	9	export function generateTransformAnimationObj(	CODE
LOW	…e/controller/stage/pixi/animations/universalSoftOff.ts	3	export function generateUniversalSoftOffAnimationObj(targetKey: string, duration: number) {	CODE
LOW	…re/controller/stage/pixi/animations/universalSoftIn.ts	3	export function generateUniversalSoftInAnimationObj(targetKey: string, duration: number) {	CODE
LOW	…/src/Core/controller/stage/pixi/animations/timeline.ts	60	function forceStopWithoutSetEndState() {	CODE
LOW	…/src/Core/controller/stage/pixi/animations/testblur.ts	3	export function generateTestblurAnimationObj(targetKey: string, duration: number) {	CODE
LOW	packages/webgal/src/hooks/useHotkey.tsx	235	export function useFastSaveBeforeUnloadPage() {	CODE
LOW	packages/webgal/src/hooks/useHotkey.tsx	314	function useSetComponentVisibility(): (component: keyof componentsVisibility, visibility: boolean) => void {	CODE
LOW	packages/webgal/src/hooks/useApplyStyle.ts	34	function useRegisterAfterStyleUpdate(callback: Function) {	CODE

Over-Commented Block24 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	packages/parser/src/parser4/index.ts	1	// (function jsonGrammarOnlyExample() {	COMMENT
LOW	packages/parser/src/parser4/index.ts	21	// const NumberLiteral = createToken({	COMMENT
LOW	packages/parser/src/parser4/index.ts	41	// LSquare.LABEL = "'['";	COMMENT
LOW	packages/parser/src/parser4/index.ts	61	// $.SUBRULE($.sentence);	COMMENT
LOW	packages/parser/src/parser4/index.ts	81	// });	COMMENT
LOW	packages/parser/src/parser4/index.ts	101	// });	COMMENT
LOW	packages/parser/src/parser4/index.ts	121	// ALT: () => {	COMMENT
LOW	packages/parser/src/parser4/index.ts	141	//	COMMENT
LOW	packages/webgal/src/vite-env.d.ts	1	/// <reference types="vite/client" />	COMMENT
LOW	…c/UI/BottomControlPanel/bottomControlPanel.module.scss	1	//.ToCenter {	COMMENT
LOW	…Core/gameScripts/getUserInput/getUserInput.module.scss	21	border: 3px solid rgba(0, 0, 0, 0);	COMMENT
LOW	packages/webgal/src/Core/controller/stage/playBgm.ts	1	import { logger } from '@/Core/util/logger';	COMMENT
LOW	packages/webgal/src/Core/controller/stage/pixi/spine.ts	21	// @ts-ignore	COMMENT
LOW	packages/webgal/src/Stage/OldStage/OldStage.tsx	1	// import styles from '@/Components/Stage/stage.module.scss';	COMMENT
LOW	packages/webgal/src/Stage/OldStage/OldStage.tsx	21	// if (target) {	COMMENT
LOW	packages/webgal/src/Stage/OldStage/OldStage.tsx	41	// return (	COMMENT
LOW	packages/webgal/src/Stage/OldStage/OldStage.tsx	61	// }}	COMMENT
LOW	packages/webgal/src/Stage/TextBox/textbox.module.scss	121	// content:attr(data-text);	COMMENT
LOW	packages/webgal/src/store/GUIReducer.ts	101	setFontOptions,	COMMENT
LOW	packages/webgal/src/store/GUIReducer.ts	121	// });	COMMENT
LOW	packages/webgal/src/store/GUIReducer.ts	141	// * @param key 资源名	COMMENT
LOW	packages/webgal/src/store/userDataReducer.ts	161	unlockCgInUserData,	COMMENT
LOW	packages/webgal/src/store/userDataReducer.ts	181	// state[key] = value;	COMMENT
LOW	packages/webgal/src/store/userDataReducer.ts	201	// setUserDataState(state => {	COMMENT

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	…kages/webgal/src/Core/gameScripts/label/jumpToLabel.ts	12	WebGAL.sceneManager.sceneData.currentScene.sentenceList.forEach((sentence, index) => {	CODE

AI Response Leakage1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	releasenote.md	26	### In this version	COMMENT

OpenWebGAL/WebGAL

Open-Source Code Quality, Security and Technical Debt Review