0.9

Adjusted Signal

0.9

Raw Pattern Score

100%

Time Factor

2026-10-13

Last Push

6.3K

Stars

CSS

Language

167.3K

Lines of Code

647

Files

116

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 3.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 112 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.9/100 · LOW

Are imports declared and package/API names verified? 4 finding(s).

Agent Over-Engineering Ratio 0.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 23 finding(s).

PR Review Velocity Impact 4.4/100 · LOW

Which changes need focused human review? 116 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 3HIGH 0MEDIUM 4LOW 109

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 116 distinct pattern matches across 6 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.

Over-Commented Block85 hits · 85 pts

Severity	File	Line	Snippet	Context
LOW	docs/0.x/zh-cn/README.md	1	## cn首页	COMMENT
LOW	docs/zh-cn/README.md	1	## cn首页	COMMENT
LOW	dev/main-react16/config/proxy.js	21	// '^': '',	COMMENT
LOW	dev/main-react16/src/global.jsx	1	import 'babel-polyfill'	COMMENT
LOW	dev/main-react16/src/global.jsx	21	// iframe: true,	COMMENT
LOW	dev/main-react16/src/global.jsx	41	// // level: 1,	COMMENT
LOW	dev/main-react16/src/global.jsx	81	// 'disable-memory-router': true,	COMMENT
LOW	dev/main-react16/src/global.jsx	201	// }	COMMENT
LOW	…n-react16/src/components/GlobalHeader/RightContent.jsx	21		COMMENT
LOW	dev/main-react16/src/pages/vite2/vite2.js	41	}	COMMENT
LOW	dev/main-react16/src/pages/react16/react16.js	341	microApp.addDataListener(this.state.name, (data) => {	COMMENT
LOW	dev/main-react16/src/pages/react16/react16.js	361	// this.releaseBeforeEach2 = microApp.router.beforeEach({	COMMENT
LOW	dev/children/vite4/src/main.js	121	// document.onclick = () => {	COMMENT
LOW	dev/children/vite4/src/main.js	161	}	COMMENT
LOW	dev/children/vite4/src/main.js	181	// document.head.appendChild(dynamicScript1)	COMMENT
LOW	dev/children/vite4/src/main.js	201	// document.head.appendChild(link1)	COMMENT
LOW	dev/children/vite4/src/main.js	221	// dynamicStyle2.textContent = '.test-insertAdjacentElement { color: red; }'	COMMENT
LOW	dev/children/vite4/src/main.js	241	// dynamicStyle4.textContent = '.test-custom-element-inline-style { color: red; }'	COMMENT
LOW	dev/children/vite4/src/main.js	261	/* ---------------------- DOMParser --------------------- */	COMMENT
LOW	dev/children/vite4/src/main.js	281	// doc.getElementsByName('parser-name'),	COMMENT
LOW	dev/children/vite4/src/main.js	301	// const img2 = newImg.cloneNode(true)	COMMENT
LOW	dev/children/vite4/src/main.js	321	// window.microApp.location.pathname = `${baseRoute}/element-plus?b=2`	COMMENT
LOW	dev/children/vite4/src/main.js	361		COMMENT
LOW	dev/children/vite4/src/pages/element-plus.vue	641		COMMENT
LOW	dev/children/vite4/src/pages/element-plus.vue	661	// const nodeKey = getTreeV2Key(key, ++id)	COMMENT
LOW	dev/children/vite2/src/main.js	161	// setTimeout(() => {	COMMENT
LOW	dev/children/vite2/src/main.js	181		COMMENT
LOW	dev/children/vite2/src/main.js	201		COMMENT
LOW	dev/children/vite2/src/main.js	221	// </div>	COMMENT
LOW	dev/children/vite2/src/main.js	261	// window.microApp.location.href = '/micro-app/vite2/page2'	COMMENT
LOW	dev/children/vite2/src/main.js	321	// req.send()	COMMENT
LOW	dev/children/vite2/src/pages/home.vue	21	const testHref = () => {	COMMENT
LOW	dev/children/vite2/src/pages/element-plus.vue	641		COMMENT
LOW	dev/children/vite2/src/pages/element-plus.vue	661	// const nodeKey = getTreeV2Key(key, ++id)	COMMENT
LOW	dev/children/angular11/src/main.ts	21	// let app: void \| NgModuleRef<AppModule>	COMMENT
LOW	dev/children/react16/config/webpackDevServer.config.js	21	// https://github.com/webpack/webpack-dev-server/issues/887	COMMENT
LOW	dev/children/react16/config/webpackDevServer.config.js	41	clientLogLevel: 'none',	COMMENT
LOW	dev/children/react16/config/webpackDevServer.config.js	61	// for the WebpackDevServer client so it can learn when the files were	COMMENT
LOW	dev/children/react16/config/webpack.config.js	181	// the line below with these two lines if you prefer the stock client:	COMMENT
LOW	dev/children/react16/config/webpack.config.js	221	.replace(/\\/g, '/')	COMMENT
LOW	dev/children/react16/config/webpack.config.js	321	// This allows you to set a fallback for where webpack should look for modules.	COMMENT
LOW	dev/children/react16/config/webpack.config.js	601	isEnvProduction &&	COMMENT
LOW	dev/children/react16/config/webpack.config.js	641	// If you require a missing module and then `npm install` it, you still have	COMMENT
LOW	dev/children/react16/config/env.js	41	});	COMMENT
LOW	dev/children/react16/src/index.js	61	window.microApp?.addGlobalDataListener(handleGlobalData);	COMMENT
LOW	dev/children/react16/src/index.js	141	// console.log(`子应用${window.__MICRO_APP_NAME__}内部的window.addEventListener绑定`)	COMMENT
LOW	dev/children/react16/src/index.js	161	// document.addEventListener('click', function () {	COMMENT
LOW	dev/children/react16/src/index.js	181		COMMENT
LOW	dev/children/react16/src/index.js	201	// document.body.appendChild(dynamicScript2)	COMMENT
LOW	dev/children/react16/src/index.js	241	// -- 测试 Document.prototype.createElementNS -- 开始	COMMENT
LOW	dev/children/react16/src/index.js	261		COMMENT
LOW	dev/children/react16/src/index.js	281	// doc.getElementsByClassName('parser-class'),	COMMENT
LOW	dev/children/react16/src/index.js	321		COMMENT
LOW	dev/children/react16/src/index.js	401	}	COMMENT
LOW	dev/children/react16/src/index.js	421		COMMENT
LOW	dev/children/react16/src/index.js	441	// console.log(`${window.__MICRO_APP_NAME__} location.href`, location.href, window.rawWindow.location.href)	COMMENT
LOW	dev/children/react16/src/index.js	461		COMMENT
LOW	dev/children/react16/src/index.js	501	// console.log('createDocumentFragment: ', Document.prototype.createDocumentFragment.call(document))	COMMENT
LOW	dev/children/react16/src/index.js	521	// console.log(`document.querySelector('body'): `, document.querySelector('body'))	COMMENT
LOW	dev/children/react16/src/index.js	541		COMMENT
25 more matches not shown…

Hallucination Indicators3 hits · 30 pts

Severity	File	Line	Snippet	Context
CRITICAL	docs/0.x/static/docsify.min.js	1	!function(){function c(i){var o=Object.create(null);return function(e){var n=f(e)?e:JSON.stringify(e);return o[n]\|\|(o[n]	CODE
CRITICAL	docs/static/docsify.min.js	1	!function(){function c(i){var o=Object.create(null);return function(e){var n=f(e)?e:JSON.stringify(e);return o[n]\|\|(o[n]	CODE
CRITICAL	dev/children/vue2/public/layui/layui.js	3	},e)}}),pe.each({appendTo:"append",prependTo:"prepend",insertBefore:"before",insertAfter:"after",replaceAll:"replaceWith	CODE

Hyper-Verbose Identifiers23 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	dev/children/react16/src/setImmediate.js	80	function installNextTickImplementation() {	CODE
LOW	dev/children/react16/src/setImmediate.js	102	function installPostMessageImplementation() {	CODE
LOW	dev/children/react16/src/setImmediate.js	127	function installMessageChannelImplementation() {	CODE
LOW	dev/children/react16/src/setImmediate.js	139	function installReadyStateChangeImplementation() {	CODE
LOW	dev/children/react16/src/setImmediate.js	155	function installSetTimeoutImplementation() {	CODE
LOW	src/source/patch.ts	846	export function releasePatchElementAndDocument(): void {	CODE
LOW	src/libs/utils.ts	487	export function throttleDeferForSetAppName(appName: string): void {	CODE
LOW	src/libs/utils.ts	506	export function throttleDeferForIframeAppName(appName: string): void {	CODE
LOW	src/libs/utils.ts	559	export function isInvalidQuerySelectorKey(key: string): boolean {	CODE
LOW	src/libs/nest_app.ts	16	function releaseUnmountOfNestedApp (): void {	CODE
LOW	src/sandbox/request.ts	47	export function createMicroXMLHttpRequest (url: string, target?: XMLHttpRequest): any {	CODE
LOW	src/sandbox/router/api.ts	245	function commonHandlerForAttachToURL (appName: string): void {	CODE
LOW	src/sandbox/router/location.ts	162	function handleForPathNameAndSearch (targetPath: string, key: keyof Location): void {	CODE
LOW	src/sandbox/router/location.ts	326	export function autoTriggerNavigationGuard (appName: string, microLocation: MicroLocation): void {	CODE
LOW	src/sandbox/router/core.ts	253	export function getNoHashMicroPathFromURL (appName: string, baseUrl: string): string {	CODE
LOW	src/sandbox/router/index.ts	90	export function updateBrowserURLWithLocation (	CODE
LOW	src/sandbox/router/event.ts	99	export function updateMicroLocationWithEvent (	CODE
LOW	src/sandbox/router/event.ts	134	export function dispatchPopStateEventToMicroApp (	CODE
LOW	src/sandbox/router/event.ts	174	export function dispatchHashChangeEventToMicroApp (	CODE
LOW	src/sandbox/router/event.ts	200	function dispatchNativePopStateEvent (onlyForBrowser: boolean): void {	CODE
LOW	src/sandbox/router/event.ts	210	function dispatchNativeHashChangeEvent (oldHref: string): void {	CODE
LOW	src/interact/index.ts	316	export function rebuildDataCenterSnapshot (microAppEventCenter: EventCenterForMicroApp): void {	CODE
LOW	src/interact/lifecycles_event.ts	78	export function dispatchCustomEventToMicroApp (	CODE

Modern AI Meta-Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	dev/children/angular11/README.md	9	## Code scaffolding	COMMENT
MEDIUM	dev/children/angular14/README.md	9	## Code scaffolding	COMMENT

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	dev/children/react16/config/webpack.config.js	760	// Turn off performance processing because we utilize	COMMENT
MEDIUM	dev/children/react17/config/webpack.config.js	745	// Turn off performance processing because we utilize	COMMENT

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	dev/children/vue2/public/layui/layui.js	4	return this.map(function(){for(var e=this.offsetParent;e&&!pe.nodeName(e,"html")&&"static"===pe.css(e,"position");)e=e.o	CODE

jd-opensource/micro-app

Open-Source Code Quality, Security and Technical Debt Review