0.4

Adjusted Signal

0.4

Raw Pattern Score

100%

Time Factor

2026-07-13

Last Push

8.5K

Stars

TypeScript

Language

138.1K

Lines of Code

837

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 1.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 52 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 1.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 47 finding(s).

PR Review Velocity Impact 1.9/100 · LOW

Which changes need focused human review? 52 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 0LOW 52

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 52 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 Identifiers47 hits · 47 pts

Severity	File	Line	Snippet	Context
LOW	src/test/converter/function/function.ts	47	export function functionWithOptionalValue(	CODE
LOW	src/lib/converter/symbols.ts	434	function convertTypeAliasFromValueDeclaration(	CODE
LOW	src/lib/converter/symbols.ts	504	function convertTypeAliasAsInterface(	CODE
LOW	src/lib/converter/symbols.ts	1177	function convertVariableAsNamespace(	CODE
LOW	src/lib/converter/symbols.ts	1196	function convertVariableAsFunction(	CODE
LOW	src/lib/converter/symbols.ts	1253	function convertFunctionProperties(	CODE
LOW	src/lib/converter/symbols.ts	1516	function shouldAutomaticallyConvertAsFunction(node: ts.Declaration): boolean {	CODE
LOW	src/lib/converter/symbols.ts	1545	function isFunctionLikeInitializer(node: ts.Expression): boolean {	CODE
LOW	src/lib/converter/jsdoc.ts	21	function convertJsDocAliasAsInterface(	CODE
LOW	src/lib/converter/jsdoc.ts	215	function convertTemplateParameters(context: Context, node: ts.JSDoc) {	CODE
LOW	…lib/converter/comments/declarationReferenceResolver.ts	14	function resolveReferenceReflection(ref: Reflection): Reflection {	CODE
LOW	…lib/converter/comments/declarationReferenceResolver.ts	21	export function resolveDeclarationReference(	CODE
LOW	…lib/converter/comments/declarationReferenceResolver.ts	218	function resolveSymbolReferencePart(	CODE
LOW	src/lib/converter/comments/discovery.ts	471	function isTopmostModuleDeclaration(node: ts.ModuleDeclaration): boolean {	CODE
LOW	src/lib/converter/comments/discovery.ts	498	function declarationToCommentNodeIgnoringParents(	CODE
LOW	src/lib/converter/comments/discovery.ts	556	function declarationToCommentNodes(	CODE
LOW	src/lib/converter/comments/index.ts	65	function getCommentIgnoringCacheNoDiscoveryId(	CODE
LOW	src/lib/converter/comments/index.ts	273	function getConstructorParamPropertyComment(	CODE
LOW	src/lib/converter/comments/index.ts	302	function buildJsDocCommentFromParts(	CODE
LOW	src/lib/converter/plugins/InheritDocPlugin.ts	228	function extractInheritDocTagReference(	CODE
LOW	src/lib/converter/plugins/SourcePlugin.ts	171	function replaceSourcesWithParentSources(	CODE
LOW	src/lib/converter/plugins/ImplementsPlugin.ts	569	function getConstructorPackagePath(context: Context, clause: ts.ExpressionWithTypeArguments): string \| undefined {	CODE
LOW	src/lib/converter/factories/signature.ts	21	export function convertConstructSignatures(context: Context, symbol: ts.Symbol) {	CODE
LOW	src/lib/converter/factories/signature.ts	172	export function createConstructSignatureWithType(	CODE
LOW	src/lib/converter/factories/signature.ts	414	function checkForDestructuredParameterDefaults(	CODE
LOW	src/lib/converter/factories/signature.ts	484	export function convertTypeParameterNodes(	CODE
LOW	src/lib/converter/factories/signature.ts	491	export function createTypeParamReflection(	CODE
LOW	src/lib/converter/factories/signature.ts	537	export function convertTemplateParameterNodes(	CODE
LOW	src/lib/output/themes/MarkedPlugin.tsx	451	function githubAlertMarkdownPlugin(md: MarkdownIt) {	CODE
LOW	src/lib/output/themes/lib.tsx	95	export function renderTypeParametersSignature(	CODE
LOW	src/lib/output/themes/default/DefaultTheme.tsx	265	function filterMapWithNoneCollection(reflection: ReflectionGroup[] \| ReflectionCategory[]) {	CODE
LOW	src/lib/output/themes/default/partials/hierarchy.tsx	10	function hasAnyLinkedReferenceType(h: DeclarationHierarchy \| undefined): boolean {	CODE
LOW	src/lib/output/themes/default/partials/typeDetails.tsx	15	function renderingTypeDetailsIsUseful(	CODE
LOW	src/lib/output/themes/default/partials/typeDetails.tsx	207	function highlightedPropertyDetails(	CODE
LOW	src/lib/output/themes/default/partials/typeDetails.tsx	229	function highlightedDeclarationDetails(	CODE
LOW	src/lib/output/themes/default/partials/typeDetails.tsx	432	function renderingThisChildIsUseful(refl: DeclarationReflection, notRenderedTags: readonly TagString[]) {	CODE
LOW	src/lib/utils/entry-point.ts	342	export function getExpandedEntryPointsForPaths(	CODE
LOW	src/lib/utils/general.ts	36	export function hasBeenLoadedMultipleTimes() {	CODE
LOW	src/lib/utils/fs.ts	259	export function hasDeclarationFileExtension(path: string) {	CODE
LOW	src/lib/utils/fs.ts	339	export function inferPackageEntryPointPaths(	CODE
LOW	src/lib/utils/reflections.ts	13	export function discoverAllReferenceTypes(	CODE
LOW	src/lib/utils/paths.ts	28	export function splitGlobToPathAndSpecial(glob: string): { modifiers: string; path: string; glob: string } {	CODE
LOW	src/lib/utils/tsconfig.ts	29	export function getTypeDocOptionsFromTsConfig(file: string): any {	CODE
LOW	src/lib/utils/declaration-maps.ts	55	export function addInferredDeclarationMapPaths(	CODE
LOW	src/lib/utils-common/declarationReference.ts	152	function parseUnicodeEscapeSequence(	CODE
LOW	src/lib/utils-common/declarationReference.ts	428	export function parseDeclarationReference(	CODE
LOW	src/lib/validation/exports.ts	6	function makeIntentionallyExportedHelper(	CODE

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	site/options/validation.md	101	"EnumMember",	COMMENT
LOW	src/lib/utils/html.ts	41	if (isalnum(codePoints[i])) continue;	COMMENT

Overly Generic Function Names2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/test/converter2/behavior/useDeclaredTypeTag.ts	1	function getData() {	CODE
LOW	src/test/converter2/issues/gh2401.d.ts	6	export function doSomething(a: any): void;	CODE

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/lib/converter/context.ts	327	// If we just registered a member of a class or interface, then we need to check if	COMMENT

TypeStrong/typedoc

Open-Source Code Quality, Security and Technical Debt Review