2.1

Adjusted Signal

2.1

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

1.9K

Stars

TypeScript

Language

1.3M

Lines of Code

7.4K

Files

2.4K

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 9.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 2366 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.8/100 · LOW

Are imports declared and package/API names verified? 53 finding(s).

Agent Over-Engineering Ratio 8.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 2263 finding(s).

PR Review Velocity Impact 9.8/100 · LOW

Which changes need focused human review? 2422 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 14HIGH 1MEDIUM 45LOW 2362

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 2422 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.

Hyper-Verbose Identifiers2260 hits · 2367 pts

Severity	File	Line	Snippet	Context
LOW	vitest.config.ts	41	function loadProjectRootsFromWorkspace(): string[] {	CODE
LOW	…ailwindcss-plugin-compare/src/report-web-comparison.ts	128	export function renderWebTargetComparison(report: BenchmarkReport, caseName: CaseNameFormatter) {	CODE
LOW	…ark/runtime-cn-vs-merge/src/weapp-comparison-report.ts	4	export function renderWeappComparisonReport(parity: ParityFile, bundle: BundleFile) {	CODE
LOW	…rk/runtime-cn-vs-merge/src/weapp-performance-report.ts	15	export function renderWeappPerformanceReport(	CODE
LOW	demo/uni-app-x-plugin.ts	10	export function resolveHBuilderXCompilerRoot(env: Environment, pathApi: PathApi = path) {	CODE
LOW	demo/taro-webpack-vue3-tailwindcss-v4/config/index.ts	38	function disableWebpackDevServerClientOverlay(chain: any) {	CODE
LOW	demo/web/shared/vite-target.ts	8	export function resolveWebDemoGeneratorTarget(): WebDemoGeneratorTarget {	CODE
LOW	demo/web/shared/vite-target.ts	13	export function createWebDemoWeappTailwindcssPlugins(projectRoot: string): PluginOption[] {	CODE
LOW	…/uni-app-vite-tailwindcss-v4/src/pages/index/index.vue	302	function removeExistingSpecialClassProbe() {	CODE
LOW	…/uni-app-vite-tailwindcss-v4/src/pages/index/index.vue	307	function createSpecialClassProbeStyle(documentRef: Document) {	CODE
LOW	…/uni-app-vite-tailwindcss-v4/src/pages/index/index.vue	324	function createSpecialClassProbeElement(documentRef: Document, className: string, text: string) {	CODE
LOW	demo/__tests__/tailwind-path-directives.test.ts	120	function getPositiveSourceSpecifiers(source: string) {	CODE
LOW	demo/__tests__/tailwind-path-directives.test.ts	134	function isAllowedSubpackageSourceSpecifier(relativePath: string, specifier: string) {	CODE
LOW	demo/__tests__/tailwind-path-directives.test.ts	150	function getDemoProjectFromDemoRelativePath(relativePath: string) {	CODE
LOW	demo/__tests__/tailwind-path-directives.test.ts	175	function getSubpackageConfigCandidates(root: typeof subpackageRoots[number]) {	CODE
LOW	demo/__tests__/tailwind-path-directives.test.ts	185	function projectDeclaresSubpackage(source: string, root: typeof subpackageRoots[number]) {	CODE
LOW	demo/__tests__/wxss-output.test.ts	498	function resolveRecursiveAppWxssArtifacts(): string[] {	CODE
LOW	demo/__tests__/wxss-output.test.ts	545	function countDuplicateSelectorRules(input: string, selectors: string[]) {	CODE
LOW	demo/taro-webpack-react-tailwindcss-v4/config/index.ts	45	function disableWebpackDevServerClientOverlay(chain: any) {	CODE
LOW	…weapp-tailwindcss-scripts/src/dts-module-specifiers.ts	10	function declarationRuntimeExtension(filepath: string) {	CODE
LOW	…weapp-tailwindcss-scripts/src/dts-module-specifiers.ts	108	export function rewriteDeclarationModuleSpecifiers(	CODE
LOW	…dcss-scripts/src/watch-hmr-regression/memory-report.ts	125	export function summarizeMemoryDebugSamples(samples: HmrMemoryDebugSample[]): HmrMemoryDebugSummary {	CODE
LOW	…dcss-scripts/src/watch-hmr-regression/memory-report.ts	246	function createProjectMemoryReport(item: WatchCaseMetrics): HmrMemoryProjectReport {	CODE
LOW	…dcss-scripts/src/watch-hmr-regression/compile-state.ts	7	export function createPollingCompileTracker() {	CODE
LOW	…lwindcss-scripts/src/watch-hmr-regression/artifacts.ts	43	export async function collectWatchArtifactFiles(watchCase: WatchCase) {	CODE
LOW	…lwindcss-scripts/src/watch-hmr-regression/artifacts.ts	106	export async function collectWatchArtifactSnapshot(	CODE
LOW	…lwindcss-scripts/src/watch-hmr-regression/artifacts.ts	163	export function diffWatchArtifactSnapshots(	CODE
LOW	…lwindcss-scripts/src/watch-hmr-regression/artifacts.ts	262	export function countSubPackageMutationHmr(metrics: SubPackageMutationMetrics \| undefined) {	CODE
LOW	…windcss-scripts/src/watch-hmr-regression/style-only.ts	24	function toStyleOnlyWatchCaseMetrics(	CODE
LOW	…p-tailwindcss-scripts/src/watch-hmr-regression/text.ts	158	export async function writeWatchedFilePreserveEol(file: string, content: string, source: string) {	CODE
LOW	…p-tailwindcss-scripts/src/watch-hmr-regression/text.ts	300	export function mutateScriptByDataAnchorWithCommentCarrier(	CODE
LOW	…p-tailwindcss-scripts/src/watch-hmr-regression/text.ts	315	export function mutateTsxScriptByReturnAnchor(source: string, payload: ClassMutationPayload, returnAnchor = ' return ('	CODE
LOW	…p-tailwindcss-scripts/src/watch-hmr-regression/text.ts	340	export function mutateTsxScriptByReturnAnchorWithCommentCarrier(	CODE
LOW	…p-tailwindcss-scripts/src/watch-hmr-regression/text.ts	369	export function mutateVueScriptSetupArrayByAnchor(	CODE
LOW	…p-tailwindcss-scripts/src/watch-hmr-regression/text.ts	384	export function mutateVueScriptSetupObjectKeyByAnchor(	CODE
LOW	…p-tailwindcss-scripts/src/watch-hmr-regression/text.ts	405	export function insertIntoVueTemplateRoot(source: string, snippet: string) {	CODE
LOW	…p-tailwindcss-scripts/src/watch-hmr-regression/text.ts	423	export function mutateVueScriptSetupArrayByAnchorWithCommentCarrier(	CODE
LOW	…p-tailwindcss-scripts/src/watch-hmr-regression/text.ts	451	export function mutateVueScriptSetupObjectKeyByAnchorWithCommentCarrier(	CODE
LOW	…p-tailwindcss-scripts/src/watch-hmr-regression/text.ts	479	export function mutateVueRefStringLiteral(	CODE
LOW	…ailwindcss-scripts/src/watch-hmr-regression/summary.ts	92	export function summarizeMetricsByProject(cases: WatchCaseMetrics[]) {	CODE
LOW	…ailwindcss-scripts/src/watch-hmr-regression/summary.ts	109	export function summarizeMutationMetricsByKind(mutations: WatchCaseMutationMetrics[]) {	CODE
LOW	…ailwindcss-scripts/src/watch-hmr-regression/summary.ts	143	export function summarizeMutationKindAcrossCases(cases: WatchCaseMetrics[]) {	CODE
LOW	…ailwindcss-scripts/src/watch-hmr-regression/summary.ts	152	export function resolveRepositoryRootLabel(baseCwd: string) {	CODE
LOW	…s-scripts/src/watch-hmr-regression/output-integrity.ts	43	export function createOutputIntegrityMonitor(guards: OutputIntegrityGuard[] \| undefined) {	CODE
LOW	…ailwindcss-scripts/src/watch-hmr-regression/session.ts	42	function isSassDeprecationNoiseLine(line: string) {	CODE
LOW	…ailwindcss-scripts/src/watch-hmr-regression/session.ts	114	function stripAnsiControlSequences(line: string) {	CODE
LOW	…ailwindcss-scripts/src/watch-hmr-regression/session.ts	231	function listDescendantPidsOnPosix(rootPid: number) {	CODE
LOW	…ailwindcss-scripts/src/watch-hmr-regression/session.ts	407	export async function createWatchCommandSession(	CODE
LOW	…s-scripts/src/watch-hmr-regression/process-identity.ts	47	export async function prepareWatchIdentitySource(prepare = prepareWorkflowProcessObserver): Promise<WatchIdentitySource	CODE
LOW	…scripts/src/watch-hmr-regression/process-controller.ts	37	export function createWatchProcessController(child: ChildProcess, options: ControllerOptions = {}) {	CODE
LOW	…scripts/src/watch-hmr-regression/web-compile-settle.ts	36	export function resolveWebCompileSettleTimeoutMs(timeoutMs: number, configuredTimeoutMs?: number) {	CODE
LOW	…scripts/src/watch-hmr-regression/web-compile-settle.ts	46	export function resolveReloadAcceptAttemptTimeout(timeoutMs: number, pollMs: number) {	CODE
LOW	…tailwindcss-scripts/src/watch-hmr-regression/runner.ts	95	async function runSubPackageMutationInNewSession(	CODE
LOW	…tailwindcss-scripts/src/watch-hmr-regression/runner.ts	635	function normalizeMainStyleSubPackageLimit(limit: number \| undefined, total: number) {	CODE
LOW	…tailwindcss-scripts/src/watch-hmr-regression/runner.ts	642	function createMainStyleOnlyMetrics(params: {	CODE
LOW	…tailwindcss-scripts/src/watch-hmr-regression/runner.ts	823	export function assertPluginProcessBudget(metrics: WatchCaseMetrics, options: CliOptions) {	CODE
LOW	…tailwindcss-scripts/src/watch-hmr-regression/runner.ts	909	function collectClassMutationBudgetSamples(	CODE
LOW	…tailwindcss-scripts/src/watch-hmr-regression/runner.ts	939	function collectClassMutationPluginProcessBudgetSamples(	CODE
LOW	…tailwindcss-scripts/src/watch-hmr-regression/runner.ts	993	function collectStyleMutationPluginProcessBudgetSamples(	CODE
LOW	…tailwindcss-scripts/src/watch-hmr-regression/runner.ts	1008	function collectPluginProcessBudgetSamples(metrics: WatchCaseMetrics): PluginProcessBudgetSample[] {	CODE
2200 more matches not shown…

Hallucination Indicators14 hits · 155 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ndlers/webpack-style-injector-integration.unit.test.ts	101	const updateSource = harness.compilation.updateAsset.mock.calls.at(-1)?.[1] as () => FakeConcatSource	CODE
CRITICAL	…lwindcss/test/bundlers/vite-css-watch-deletion.test.ts	113	expect(fixture.options.emitOrReplayCssAsset.mock.calls.flat().join('')).not.toContain('.retired-rule')	CODE
CRITICAL	…dcss/test/bundlers/webpack-operation-lifecycle.test.ts	148	fixture.compiler.webpack.NormalModule.getCompilationHooks.mockImplementation(() => {	CODE
CRITICAL⚡	…indcss/test/bundlers/vite-hot-css-modules.unit.test.ts	99	expect(ctx.server.moduleGraph.getModuleById.mock.calls.flat()).toEqual(expect.arrayContaining([	CODE
CRITICAL⚡	…indcss/test/bundlers/vite-hot-css-modules.unit.test.ts	103	expect(ctx.server.moduleGraph.getModuleById.mock.calls.flat().every((id: unknown) => typeof id === 'string' && id.le	CODE
CRITICAL⚡	…indcss/test/bundlers/vite-hot-css-modules.unit.test.ts	104	expect(ctx.server.moduleGraph.getModulesByFile.mock.calls.flat().every((id: unknown) => typeof id === 'string' && id	CODE
CRITICAL	…test/bundlers/webpack.v5.unit/web-css-rewrite.cases.ts	109	const onUpdateCalls = testState.currentContext.onUpdate.mock.calls.filter(([file]) => file === 'chunk.js')	CODE
CRITICAL	…test/bundlers/webpack.v5.unit/web-css-rewrite.cases.ts	111	expect(testState.currentContext.onUpdate.mock.calls.some(([file]) => file === 'same.js')).toBe(false)	CODE
CRITICAL	…dlers/webpack.v5.unit/v5-assets.hook-branches.cases.ts	213	const linkedUpdate = harness.compilation.updateAsset.mock.calls.find(([file]) => file === 'linked.js')	CODE
CRITICAL	…dlers/webpack.v5.unit/v5-assets.hook-branches.cases.ts	252	expect(harness.compilation.updateAsset.mock.calls.some(([file]) => file === 'linked.js')).toBe(false)	CODE
CRITICAL	…dlers/webpack.v5.unit/v5-assets.hook-branches.cases.ts	290	const linkedUpdate = harness.compilation.updateAsset.mock.calls.find(([file, source]) =>	CODE
CRITICAL	…/test/bundlers/webpack.v5.unit/source-css-hot.cases.ts	140	expect(testState.currentContext.styleHandler.mock.calls.at(-1)?.[1]?.sourceOptions?.sourceCss).toContain('@apply f	CODE
CRITICAL	…/test/bundlers/webpack.v5.unit/source-css-hot.cases.ts	284	expect(testState.currentContext.styleHandler.mock.calls.at(-1)?.[1]?.sourceOptions?.sourceCss).toBe(rollbackSource	CODE
CRITICAL	e2e/lynx-failure-evidence.test.ts	67	expect(current.read.artifact.mock.calls.map(([name]) => name).sort()).toEqual([...mediaGateArtifactNames(), ...themeOv	CODE

Modern AI Meta-Vocabulary45 hits · 96 pts

Severity	File	Line	Snippet	Context
MEDIUM	pnpm-workspace.yaml	118	# devframe 与 agentic 使用双向精确 peer，各工具链保留自己的配套版本。	COMMENT
MEDIUM⚡	website/docs/ai/basics/rag.md	22	# RAG（检索增强生成）	COMMENT
MEDIUM⚡	website/docs/ai/basics/rag.md	32	## RAG 的核心概念	COMMENT
MEDIUM⚡	website/docs/ai/basics/rag.md	34	### 1. 为什么需要 RAG	COMMENT
MEDIUM	website/docs/ai/basics/rag.md	50	### 2. RAG vs Fine-tuning	COMMENT
MEDIUM	website/docs/ai/basics/rag.md	64	## RAG 的工作原理	COMMENT
MEDIUM	website/docs/ai/basics/rag.md	147	## RAG 的实现方式	COMMENT
MEDIUM	website/docs/ai/basics/rag.md	149	### 1. Naive RAG（基础 RAG）	COMMENT
MEDIUM	website/docs/ai/basics/rag.md	176	### 2. Advanced RAG（高级 RAG）	STRING
MEDIUM	website/docs/ai/basics/rag.md	208	### 3. Modular RAG（模块化 RAG）	STRING
MEDIUM	website/docs/ai/basics/rag.md	230	## RAG 的优化技术	STRING
MEDIUM	website/docs/ai/basics/rag.md	339	#### 自我修正 (Self-RAG)	STRING
MEDIUM	website/docs/ai/basics/rag.md	348	## RAG 的应用场景	STRING
MEDIUM	website/docs/ai/basics/rag.md	400	## RAG 的评估指标	STRING
MEDIUM	website/docs/ai/basics/rag.md	423	# RAG 评估框架示例	STRING
MEDIUM	website/docs/ai/basics/rag.md	439	## RAG 的常见问题	STRING
MEDIUM	website/docs/ai/basics/rag.md	479	## RAG 开源框架	STRING
MEDIUM	website/docs/ai/basics/rag.md	488	# 创建 RAG 链	STRING
MEDIUM	website/docs/ai/basics/rag.md	516	# 创建 RAG Pipeline	STRING
MEDIUM	website/docs/ai/basics/rag.md	531	## RAG 实现清单	STRING
MEDIUM	website/docs/ai/basics/context-window.md	195	### 4. 向量检索 (RAG)	COMMENT
MEDIUM⚡	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	22	# RAG (retrieval enhancement generation)	COMMENT
MEDIUM⚡	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	32	## Core concepts of RAG	COMMENT
MEDIUM⚡	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	34	### 1. Why RAG is needed	COMMENT
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	50	### 2. RAG vs Fine-tuning	COMMENT
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	64	## How RAG works	COMMENT
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	147	## Implementation of RAG	COMMENT
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	149	### 1. Naive RAG (Basic RAG)	COMMENT
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	176	### 2. Advanced RAG	STRING
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	208	### 3. Modular RAG	STRING
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	230	## RAG’s optimization technology	STRING
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	339	####Self-RAG	STRING
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	348	## Application scenarios of RAG	STRING
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	400	## Evaluation indicators of RAG	STRING
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	423	#RAG Assessment Framework Example	STRING
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	439	## FAQ for RAG	STRING
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	485	## RAG open source framework	STRING
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	494	#Create RAG chain	STRING
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	522	#Create RAG Pipeline	STRING
MEDIUM	…ocusaurus-plugin-content-docs/current/ai/basics/rag.md	537	## RAG implementation list	STRING
MEDIUM	…lugin-content-docs/current/ai/basics/context-window.md	36	### 1. Composition of context window	COMMENT
MEDIUM	…lugin-content-docs/current/ai/basics/context-window.md	104	## Evolution of context window	COMMENT
MEDIUM	…lugin-content-docs/current/ai/basics/context-window.md	125	## The role of the context window	COMMENT
MEDIUM	…lugin-content-docs/current/ai/basics/context-window.md	196	### 4. Vector retrieval (RAG)	COMMENT
MEDIUM	…lugin-content-docs/current/ai/basics/context-window.md	281	## Limitations of the context window	COMMENT

Over-Commented Block53 hits · 49 pts

Severity	File	Line	Snippet	Context
LOW	benchmark/app/src/vite-env.d.ts	1	/// <reference types="vite/client" />	COMMENT
LOW	demo/taro-webpack-vue3-tailwindcss-v4/config/prod.ts	21	// chain.plugin('analyzer')	COMMENT
LOW	…ssue-951-taro-vite-react-tailwindcss-v4/config/prod.ts	21	// */	COMMENT
LOW	demo/taro-vite-vue3-tailwindcss-v4/config/prod.ts	21	// */	COMMENT
LOW	demo/taro-vite-react-tailwindcss-v4/config/prod.ts	21	// */	COMMENT
LOW	demo/gulp-tailwindcss-v4/postcss.config.js	21	// rootValue: 32,	COMMENT
LOW	demo/taro-webpack-react-tailwindcss-v4/config/prod.ts	21	// chain.plugin('analyzer')	COMMENT
LOW	demo/weapp-vite-tailwindcss-v4/vite.config.ts	81	},	COMMENT
LOW	demo/mpx-tailwindcss-v4/.eslintrc.js	1	module.exports = {	COMMENT
LOW	tools/weapp-tailwindcss-scripts/src/js-bench.ts	1	/* empty */	COMMENT
LOW	…ols/weapp-tailwindcss-scripts/src/build-weapp-theme.ts	1	// https://github.com/tailwindlabs/tailwindcss/discussions/15356	COMMENT
LOW	packages/weapp-tailwindcss/test/options.test.ts	261		COMMENT
LOW	packages/weapp-tailwindcss/test/options.test.ts	341	const config = getCompilerContext({	COMMENT
LOW	packages/weapp-tailwindcss/test/options.test.ts	361	// const o0o = getCompilerContext({	COMMENT
LOW	packages/weapp-tailwindcss/test/options.test.ts	441		COMMENT
LOW	…s/weapp-tailwindcss/test/wxml/templeteReplacer.test.ts	261	// })	COMMENT
LOW	packages/weapp-tailwindcss/test/vitest/vite.test.ts	21	// }	COMMENT
LOW	packages/postcss/test/plugins/index.test.ts	1	import postcss from 'postcss'	COMMENT
LOW	packages/postcss/test/plugins/index.test.ts	21	// 1 Root	COMMENT
LOW	packages/postcss/src/plugins/pre.ts	61	parent = nextParent	COMMENT
LOW	packages/postcss/src/plugins/pre.ts	81	// --tw-inset-shadow-color: initial;	COMMENT
LOW	.github/ISSUE_TEMPLATE/config.yml	1	blank_issues_enabled: false	COMMENT
LOW	templates/taro-webpack-tailwindcss-v4/config/prod.ts	21	// chain.plugin('analyzer')	COMMENT
LOW	templates/taro-vite-tailwindcss-v4/config/prod.ts	21	// */	COMMENT
LOW	packages-runtime/theme-transition/test/scss.test.ts	41	})	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	161	// color: var(--tw-prose-lead);	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	181	// }	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	241	expect(result.css).toMatchSnapshot()	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	261	// .sm\:prose :where(.sm\:prose > ul > li):not(:where([class~='not-prose'], [class~='not-prose'] *)) {	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	361	},	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	381	// .prose :where(ol[type='A']):not(:where([class~='not-prose'], [class~='not-prose'] *)) {	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	401	// content: '`';	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	421	// .prose-lg :where(.prose-lg > ul > li):not(:where([class~='not-prose'], [class~='not-prose'] *)) {	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	501	// color: var(--tw-prose-lead);	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	521	// }	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	541	// .prose-headings\:text-ellipsis h4 {	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	621	// color: var(--tw-prose-bold);	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	721	// color: var(--tw-prose-lead);	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	741	// .prose-h3\:text-xl :is(:where(h3):not(:where([class~='not-prose'], [class~='not-prose'] *))) {	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	761	// margin-right: auto;	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	781	// .prose-ul\:pl-8 :is(:where(ul):not(:where([class~='not-prose'], [class~='not-prose'] *))) {	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	801	// text-align: left;	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	881	expect(result.css).toMatchSnapshot()	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	901	// .markdown-h1\:text-3xl :is(:where(h1):not(:where([class~='not-markdown'], [class~='not-markdown'] *))) {	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	921	// .markdown-a\:font-bold :is(:where(a):not(:where([class~='not-markdown'], [class~='not-markdown'] *))) {	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	941	// font-family: ui-monospace, SFMono-Regular, Menlo, Monaco, Consolas, 'Liberation Mono', 'Courier New', monospace	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	961	// --tw-border-opacity: 1;	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	1041	},	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	1141	const result = await run(config)	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	1181	// expect(result.css).include(css`	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	1221	// color: red;	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	1261	// }	COMMENT
LOW	packages-runtime/typography/test/index.test.ts	1281	// color: var(--tw-prose-body);	COMMENT

Fake / Example Data37 hits · 42 pts

Severity	File	Line	Snippet	Context
LOW	website/tests/english-content.spec.ts	22	const attributes = ['alt', 'aria-label', 'placeholder', 'title']	CODE
LOW	website/docs/ai/basics/power.md	358	"email": "user@example.com",	CODE
LOW	…usaurus-plugin-content-docs/current/ai/basics/power.md	360	"email": "user@example.com",	CODE
LOW	.agents/skills/playwright-cli/SKILL.md	38	playwright-cli fill e5 "user@example.com"	CODE
LOW	.agents/skills/playwright-cli/SKILL.md	233	playwright-cli fill e1 "user@example.com"	CODE
LOW	…ts/skills/playwright-cli/references/test-generation.md	21	playwright-cli fill e1 "user@example.com"	CODE
LOW	…ts/skills/playwright-cli/references/test-generation.md	23	# await page.getByRole('textbox', { name: 'Email' }).fill('user@example.com');	COMMENT
LOW	…ts/skills/playwright-cli/references/test-generation.md	44	await page.getByRole('textbox', { name: 'Email' }).fill('user@example.com')	CODE
LOW	…gents/skills/playwright-cli/references/running-code.md	214	await page.fill('input[name=email]', 'user@example.com');	CODE
LOW⚡	…ents/skills/playwright-cli/references/storage-state.md	238	playwright-cli fill e1 "user@example.com"	CODE
LOW	…skills/playwright-cli/references/session-management.md	17	playwright-cli -s=auth fill e1 "user@example.com"	CODE
LOW	.claude/skills/playwright-cli/SKILL.md	38	playwright-cli fill e5 "user@example.com"	CODE
LOW	.claude/skills/playwright-cli/SKILL.md	233	playwright-cli fill e1 "user@example.com"	CODE
LOW	…de/skills/playwright-cli/references/test-generation.md	21	playwright-cli fill e1 "user@example.com"	CODE
LOW	…de/skills/playwright-cli/references/test-generation.md	23	# await page.getByRole('textbox', { name: 'Email' }).fill('user@example.com');	COMMENT
LOW	…de/skills/playwright-cli/references/test-generation.md	44	await page.getByRole('textbox', { name: 'Email' }).fill('user@example.com')	CODE
LOW	…laude/skills/playwright-cli/references/running-code.md	214	await page.fill('input[name=email]', 'user@example.com');	CODE
LOW⚡	…aude/skills/playwright-cli/references/storage-state.md	238	playwright-cli fill e1 "user@example.com"	CODE
LOW	…skills/playwright-cli/references/session-management.md	17	playwright-cli -s=auth fill e1 "user@example.com"	CODE
LOW	.codex/skills/playwright-cli/SKILL.md	50	playwright-cli fill e5 "user@example.com"	CODE
LOW	.codex/skills/playwright-cli/SKILL.md	245	playwright-cli fill e1 "user@example.com"	CODE
LOW	…ex/skills/playwright-cli/references/test-generation.md	21	playwright-cli fill e1 "user@example.com"	CODE
LOW	…ex/skills/playwright-cli/references/test-generation.md	23	# await page.getByRole('textbox', { name: 'Email' }).fill('user@example.com');	COMMENT
LOW	…ex/skills/playwright-cli/references/test-generation.md	44	await page.getByRole('textbox', { name: 'Email' }).fill('user@example.com')	CODE
LOW	.codex/skills/playwright-cli/references/running-code.md	214	await page.fill('input[name=email]', 'user@example.com');	CODE
LOW⚡	…odex/skills/playwright-cli/references/storage-state.md	238	playwright-cli fill e1 "user@example.com"	CODE
LOW	…skills/playwright-cli/references/session-management.md	17	playwright-cli -s=auth fill e1 "user@example.com"	CODE
LOW	…tailwindcss/test/v5/web-compat-computed-parity.test.ts	381	<input id="input" class="placeholder:text-brand/60 disabled:opacity-40" placeholder="placeholder" disabled>	CODE
LOW⚡	e2e/tailwind-inventory-registry-web.test.ts	32	expect(profile('placeholder').kind).toBe('input')	CODE
LOW⚡	e2e/tailwind-inventory-registry-web.test.ts	33	expect(profile('placeholder').html).toContain('placeholder="Tailwind placeholder"')	CODE
LOW⚡	e2e/tailwind-inventory-registry-web.test.ts	34	expect(profile('placeholder').html).not.toContain('value=')	CODE
LOW⚡	e2e/tailwind-inventory-registry-web.test.ts	35	expect(profile('placeholder').css).toContain('::placeholder')	CODE
LOW	e2e/tailwind-capabilities/web/variants/pseudo.ts	18	colorPseudo('placeholder', 'placeholder', '<input id="probe" class="probe CANDIDATE" placeholder="visible placeholder"	CODE
LOW	e2e/tailwind-capabilities/registry-web/profiles.ts	54	if (entry.root === 'placeholder') {	CODE
LOW	e2e/tailwind-capabilities/registry-web/profiles.ts	110	const pseudo = entry.root === 'placeholder' ? '::placeholder' : properties.includes('content') ? '::before' : undefine	CODE
LOW	e2e/tailwind-capabilities/registry-web/profiles.ts	126	? `<input ${attrs} ${entry.root === 'placeholder' ? 'placeholder="Tailwind placeholder"' : 'value="Tailw	CODE
LOW	packages-runtime/merge/src/slim-config.ts	946	orderSensitiveModifiers: ['', '*', 'after', 'backdrop', 'before', 'details-content', 'file', 'first-letter', 'firs	CODE

Structural Annotation Overuse6 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW⚡	…ents/skills/playwright-cli/references/storage-state.md	235	# Step 1: Login and save state	COMMENT
LOW⚡	…ents/skills/playwright-cli/references/storage-state.md	245	# Step 2: Later, restore state and skip login	COMMENT
LOW⚡	…aude/skills/playwright-cli/references/storage-state.md	235	# Step 1: Login and save state	COMMENT
LOW⚡	…aude/skills/playwright-cli/references/storage-state.md	245	# Step 2: Later, restore state and skip login	COMMENT
LOW⚡	…odex/skills/playwright-cli/references/storage-state.md	235	# Step 1: Login and save state	COMMENT
LOW⚡	…odex/skills/playwright-cli/references/storage-state.md	245	# Step 2: Later, restore state and skip login	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	…/current/ai/qoder-vs-glm47-cursor-claude-comparison.md	1279	### 10.5 Abilities required to debug AI-generated code	COMMENT

Excessive Try-Catch Wrapping3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	scripts/scan-wechat-qrcode.py	145	except Exception as error: # pragma: no cover	CODE
LOW	scripts/scan-wechat-qrcode.py	183	except Exception as error:	CODE
LOW	scripts/scan-wechat-qrcode.py	195	except Exception as error:	CODE

Unused Imports2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	scripts/scan-wechat-qrcode.py	4		CODE
LOW	talk/2026-04-02-live/rebuild_deck.py	1		CODE

Deep Nesting1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	talk/2026-04-02-live/rebuild_deck.py	432		CODE

sonofmagic/weapp-tailwindcss

Open-Source Code Quality, Security and Technical Debt Review