0.4

Adjusted Signal

0.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

15.5K

Stars

TypeScript

Language

274.8K

Lines of Code

3.7K

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 1.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 77 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 5 finding(s).

Agent Over-Engineering Ratio 1.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 57 finding(s).

PR Review Velocity Impact 1.6/100 · LOW

Which changes need focused human review? 82 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 0MEDIUM 4LOW 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 82 distinct pattern matches across 7 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 Identifiers57 hits · 58 pts

Severity	File	Line	Snippet	Context
LOW	test/exports.spec.ts	155	function collectExportsRecursively(	CODE
LOW	test/locale-data.spec.ts	77	function invisibleCharacterEntries(data: unknown, path: string = ''): string[] {	CODE
LOW	docs/guide/randomizer.md	120	export function generatePureRandRandomizer(	CODE
LOW	docs/.vitepress/versions.ts	16	function readOtherLatestReleaseTagNames(): string[] {	CODE
LOW	docs/.vitepress/config.ts	26	function getSidebarWithExpandedEntry(entryToExpand: string): SidebarItem[] {	CODE
LOW	scripts/generate-locales.ts	116	async function generateLocaleDocumentation(locale: string): Promise<void> {	CODE
LOW	scripts/generate-locales.ts	247	async function generateRecursiveModuleIndexes(	CODE
LOW	scripts/apidocs/processing/parameter.ts	75	function processTypeParameterEntry(	CODE
LOW	scripts/apidocs/processing/parameter.ts	234	function processComplexParameterProperty(	CODE
LOW	scripts/apidocs/processing/method.ts	150	export function processDistributorFunctions(	CODE
LOW	scripts/apidocs/processing/class.ts	203	export function processProjectDistributors(project: Project): RawApiDocsPage {	CODE
LOW	scripts/apidocs/processing/type.ts	243	export function getShadowTypeDescriptions(	CODE
LOW	scripts/apidocs/processing/type.ts	290	export function attachShadowTypeDescriptions(	CODE
LOW	scripts/apidocs/processing/type.ts	400	export function newFakerOptionsLocaleType(): RawApiDocsUnionType {	CODE
LOW	scripts/apidocs/processing/jsdocs.ts	107	function getExactlyOneTagFromJSDoc(jsdocs: JSDoc, type: string): string {	CODE
LOW	src/randomizer.ts	18	* function generatePureRandRandomizer(	COMMENT
LOW	src/modules/commerce/product-adjective.ts	16	export function fakeCommerceProductAdjective(fakerCore: FakerCore): string {	CODE
LOW	src/modules/commerce/product-description.ts	16	export function fakeCommerceProductDescription(fakerCore: FakerCore): string {	CODE
LOW	src/modules/commerce/product-material.ts	16	export function fakeCommerceProductMaterial(fakerCore: FakerCore): string {	CODE
LOW	src/modules/database/mongodb-object-id.ts	16	export function fakeDatabaseMongodbObjectId(fakerCore: FakerCore): string {	CODE
LOW	src/modules/location/building-number.ts	17	export function fakeLocationBuildingNumber(fakerCore: FakerCore): string {	CODE
LOW	src/modules/location/ordinal-direction.ts	20	export function fakeLocationOrdinalDirection(	CODE
LOW	src/modules/location/secondary-address.ts	18	export function fakeLocationSecondaryAddress(fakerCore: FakerCore): string {	CODE
LOW	src/modules/location/cardinal-direction.ts	20	export function fakeLocationCardinalDirection(	CODE
LOW	src/modules/location/street-address.ts	22	export function fakeLocationStreetAddress(	CODE
LOW	src/modules/location/nearby-gps-coordinate.ts	25	export function fakeLocationNearbyGPSCoordinate(	CODE
LOW	src/modules/location/postal-address.ts	34	export function fakeLocationPostalAddress(fakerCore: FakerCore): string {	CODE
LOW	src/modules/color/css-supported-function.ts	36	export function fakeColorCssSupportedFunction(	CODE
LOW	src/modules/color/css-supported-space.ts	32	export function fakeColorCssSupportedSpace(fakerCore: FakerCore): CssSpaceType {	CODE
LOW	src/modules/color/color-by-csscolor-space.ts	23	export function fakeColorColorByCSSColorSpace(fakerCore: FakerCore): number[];	CODE
LOW	src/modules/color/color-by-csscolor-space.ts	41	export function fakeColorColorByCSSColorSpace(	CODE
LOW	src/modules/color/color-by-csscolor-space.ts	74	export function fakeColorColorByCSSColorSpace(	CODE
LOW	src/modules/color/color-by-csscolor-space.ts	109	export function fakeColorColorByCSSColorSpace(	CODE
LOW	src/modules/color/color-by-csscolor-space.ts	127	export function fakeColorColorByCSSColorSpace(	CODE
LOW	src/modules/science/chemical-element.ts	36	export function fakeScienceChemicalElement(	CODE
LOW	src/modules/system/network-interface.ts	36	export function fakeSystemNetworkInterface(	CODE
LOW	src/modules/internet/http-status-code.ts	26	export function fakeInternetHttpStatusCode(	CODE
LOW	src/modules/finance/credit-card-issuer.ts	16	export function fakeFinanceCreditCardIssuer(fakerCore: FakerCore): string {	CODE
LOW	src/modules/finance/currency-numeric-code.ts	17	export function fakeFinanceCurrencyNumericCode(fakerCore: FakerCore): string {	CODE
LOW	src/modules/finance/bitcoin-address.ts	95	export function fakeFinanceBitcoinAddress(	CODE
LOW	src/modules/finance/credit-card-number.ts	21	export function fakeFinanceCreditCardNumber(	CODE
LOW	src/modules/finance/credit-card-number.ts	41	export function fakeFinanceCreditCardNumber(	CODE
LOW	src/modules/finance/credit-card-number.ts	69	export function fakeFinanceCreditCardNumber(	CODE
LOW	src/modules/finance/credit-card-number.ts	99	export function fakeFinanceCreditCardNumber(	CODE
LOW	src/modules/finance/transaction-description.ts	17	export function fakeFinanceTransactionDescription(	CODE
LOW	src/modules/finance/ethereum-address.ts	18	export function fakeFinanceEthereumAddress(fakerCore: FakerCore): string {	CODE
LOW	src/modules/finance/litecoin-address.ts	17	export function fakeFinanceLitecoinAddress(fakerCore: FakerCore): string {	CODE
LOW	src/modules/finance/currency-symbol.ts	19	export function fakeFinanceCurrencySymbol(fakerCore: FakerCore): string {	CODE
LOW	src/modules/finance/transaction-type.ts	16	export function fakeFinanceTransactionType(fakerCore: FakerCore): string {	CODE
LOW	…/modules/helpers/_legacy-replace-symbol-with-number.ts	24	export function legacyReplaceSymbolWithNumber(	CODE
LOW	src/modules/helpers/from-reg-exp.ts	17	function replaceUnquantifiedRegExpTokens(	CODE
LOW	src/modules/helpers/from-reg-exp.ts	95	function getRepetitionsBasedOnQuantifierParameters(	CODE
LOW	src/modules/helpers/replace-credit-card-symbols.ts	118	export function fakeHelpersReplaceCreditCardSymbols(	CODE
LOW	src/modules/helpers/replace-symbols.ts	27	export function fakeHelpersReplaceSymbols(	CODE
LOW	src/modules/company/catch-phrase-noun.ts	16	export function fakeCompanyCatchPhraseNoun(fakerCore: FakerCore): string {	CODE
LOW	src/modules/company/catch-phrase-descriptor.ts	16	export function fakeCompanyCatchPhraseDescriptor(fakerCore: FakerCore): string {	CODE
LOW	src/modules/company/catch-phrase-adjective.ts	16	export function fakeCompanyCatchPhraseAdjective(fakerCore: FakerCore): string {	CODE

Structural Annotation Overuse12 hits · 21 pts

Severity	File	Line	Snippet	Context
LOW	docs/contributing/set-up-a-development-environment.md	10	## Step 1: Fork and Clone the Repository	COMMENT
LOW	docs/contributing/set-up-a-development-environment.md	33	## Step 2: Choose Your Development Setup	COMMENT
LOW	docs/contributing/set-up-a-development-environment.md	60	## Step 3: Verify Your Changes Locally	COMMENT
LOW	docs/contributing/set-up-a-development-environment.md	91	## Step 4: Submit a Pull Request	COMMENT
LOW⚡	docs/contributing/submit-a-pull-request.md	7	## Step 1: Ensure Your Branch is Up-to-Date	COMMENT
LOW⚡	docs/contributing/submit-a-pull-request.md	17	## Step 2: Create a New Branch	COMMENT
LOW⚡	docs/contributing/submit-a-pull-request.md	27	## Step 3: Make Your Changes	COMMENT
LOW⚡	docs/contributing/submit-a-pull-request.md	32	## Step 4: Run Preflight Checks	COMMENT
LOW	docs/contributing/submit-a-pull-request.md	59	## Step 5: Commit and Push Your Changes	COMMENT
LOW	docs/contributing/submit-a-pull-request.md	73	## Step 6: Open a Pull Request	COMMENT
LOW	docs/contributing/submit-a-pull-request.md	198	## Step 7: Address Feedback and Iterate	COMMENT
LOW	docs/contributing/submit-a-pull-request.md	208	## Step 8: Celebrate Your Contribution! 🎉	COMMENT

AI Slop Vocabulary3 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/locales/id_ID/word/adjective.ts	332	'kokoh', // robust / sturdy	CODE
MEDIUM	src/modules/company/catch-phrase-noun.ts	10	* fakeCompanyCatchPhraseNoun(fakerCore) // 'leverage'	COMMENT
MEDIUM	src/modules/company/module.ts	96	* faker.company.catchPhraseNoun() // 'leverage'	COMMENT

Fake / Example Data5 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	package.json	45	"fake-data",	CODE
LOW	package.json	47	"fake-data-generator",	CODE
LOW	scripts/apidocs/output/page.ts	178	const refresh = async () => ['refresh', name, 'placeholder'];	CODE
LOW	src/modules/lorem/module.ts	18	* Generate dummy content using traditional faux-Latin [lorem ipsum](https://en.wikipedia.org/wiki/Lorem_ipsum) (in othe	COMMENT
LOW	src/modules/hacker/module.ts	21	* - [faker.lorem](https://fakerjs.dev/api/lorem.html) uses faux-Latin "lorem ipsum" text.	COMMENT

Over-Commented Block3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	test/modules/finance-iban.spec.ts	81	).toMatch(/^\d{16}$/);	COMMENT
LOW	test/modules/finance-iban.spec.ts	341	});	COMMENT
LOW	docs/about/announcements/2024-10-26.md	61	});	COMMENT

Modern AI Meta-Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/locales/id_ID/word/noun.ts	672	'perancah', // scaffold	CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	test/modules/finance.spec.ts	493	//TODO: implement checks for each format with regexp	COMMENT

faker-js/faker

Open-Source Code Quality, Security and Technical Debt Review