1.5

Adjusted Signal

1.5

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

26.0K

Stars

TypeScript

Language

139.6K

Lines of Code

1.0K

Files

184

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 5.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 160 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

Are imports declared and package/API names verified? 16 finding(s).

Agent Over-Engineering Ratio 6.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 166 finding(s).

PR Review Velocity Impact 7.2/100 · LOW

Which changes need focused human review? 184 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 3MEDIUM 5LOW 176

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 184 distinct pattern matches across 5 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 Identifiers158 hits · 158 pts

Severity	File	Line	Snippet	Context
LOW	e2e/playwright/ce/tests/telemetry.spec.ts	19	async function renderThenForceTelemetryFlush(page: Page, query: string): Promise<void> {	CODE
LOW	e2e/playwright/ce/examples/global-setup.ts	87	async function assertInstalledFromTarball(example: Example): Promise<void> {	CODE
LOW	src/options/helpers.ts	125	export function normalizeIgnoreNamedSchemas(	CODE
LOW	src/utils/deep-link.ts	109	export function buildOpenApiSectionSuffix(	CODE
LOW	src/utils/deep-link.ts	192	export function isGraphqlDeepLinkAncestor(hash: string, path: string): boolean {	CODE
LOW	src/utils/deep-link.ts	269	export function extractDeepLinkParamFromHash(	CODE
LOW	src/utils/string.ts	64	export function transformStringToTelemetryId(...args: string[]): string {	CODE
LOW	src/utils/scroll-anchoring.ts	11	export function keepReadingSectionAnchored(): void {	CODE
LOW	src/utils/graphql-directive-utils.ts	24	export function getRequiresScopesDirective(type: DirectiveTarget): RequiresScopesDirective \| null {	CODE
LOW	src/utils/graphql-directive-utils.ts	46	function extractScopesFromDirective(directive: DirectiveNode): string[][] \| null {	CODE
LOW	src/utils/graphql-directive-utils.ts	56	function extractStringArrayFromValue(value: ValueNode): string[][] \| null {	CODE
LOW	src/utils/graphql-directive-utils.ts	72	export function extractInfoFromDirectives(schema: GraphQLSchema): GraphQLInfo \| undefined {	CODE
LOW	src/utils/media-type.ts	40	export function normalizeLanguageForHighlight(language: string \| undefined): string {	CODE
LOW	src/utils/media-type.ts	51	export function isFormUrlEncodedMediaType(contentType: string \| undefined): boolean {	CODE
LOW	src/utils/graphql-samples.ts	319	export function generateOperationVariablesExample(	CODE
LOW	src/utils/graphql-samples.ts	331	export function generateOperationResponseExample(	CODE
LOW	src/utils/graphql-type-expansion.ts	23	export function graphqlTypeHasExpandableFields(	CODE
LOW	src/utils/__tests__/graphql-samples.test.ts	16	function multilineForSamplesMaxInlineArgs(argCount: number, samplesMaxInlineArgs: number): boolean {	CODE
LOW	src/adapters/helpers.ts	88	export function pickRenderableDescription(value: unknown): ExampleEntry['description'] {	CODE
LOW	src/adapters/asyncapi/panels/overview.ts	6	export function buildOverviewPanelContent(info: AsyncApiInfo): OverviewNode {	CODE
LOW	src/adapters/asyncapi/panels/download.ts	6	export function buildDownloadPanelContent(downloadUrls: NormalizedDownloadUrl[]): DownloadNode {	CODE
LOW	src/adapters/asyncapi/utils/security.ts	91	export function buildSecurityRequirements(	CODE
LOW	src/adapters/asyncapi/utils/get-protocol-labels.ts	73	export function componentLabelsByProtocol({ protocol, channelBindings }: Params): Options {	CODE
LOW	src/adapters/asyncapi/items/channel/item.ts	19	function resolveChannelLabelAndSeo(	CODE
LOW	src/adapters/asyncapi/items/channel/item.ts	31	function buildSortedOperationsWithGroupHeaders(	CODE
LOW	src/adapters/asyncapi/items/channel/content.ts	53	export function buildMessageReferencesGroups(	CODE
LOW	src/adapters/utils/markdoc.ts	38	function contentUntilFirstAtxHeading(source: string): string {	CODE
LOW	src/adapters/utils/markdoc.ts	43	export function extractContentUntilFirstHeading(	CODE
LOW	src/adapters/utils/markdoc.ts	82	export function extractDescriptionSegments(	CODE
LOW	src/adapters/utils/markdoc.ts	135	export function resolveMarkdocHeadingDeepSuffix(	CODE
LOW	src/adapters/utils/markdoc.ts	380	function buildSectionItemWithChildren(	CODE
LOW	src/adapters/utils/markdoc.ts	451	export function extractFirstParagraphText(	CODE
LOW	src/adapters/openapi/build-code-sample-source.ts	119	function buildParametersByLocation(	CODE
LOW	src/adapters/openapi/build-code-sample-source.ts	211	function buildSecurityRequirements(	CODE
LOW	src/adapters/openapi/resolve-openapi-example-value.ts	3	export function resolveOpenApiExampleValue(example: OpenAPIExample \| undefined): unknown {	CODE
LOW	src/adapters/openapi/store.ts	27	function normalizeImplicitDiscriminators(document: OpenAPIDefinition): void {	CODE
LOW	src/adapters/openapi/panels/overview.ts	6	export function buildOverviewPanelContent(info: OpenAPIInfo \| undefined): OverviewNode {	CODE
LOW	src/adapters/openapi/panels/download.ts	6	export function buildDownloadPanelContent(downloadUrls: NormalizedDownloadUrl[]): DownloadNode {	CODE
LOW	src/adapters/openapi/utils/resolvePathItemRef.ts	6	function openapiAllowsPathItemRefSiblings(openapi: string \| undefined): boolean {	CODE
LOW	…/adapters/openapi/utils/applyIgnoreNamedSchemasDeep.ts	4	export function applyIgnoreNamedSchemasDeep(	CODE
LOW	…apters/openapi/__tests__/callback-descriptions.test.ts	24	function documentWithCallbackDescription(description: string): OpenAPIDefinition {	CODE
LOW	…apters/openapi/__tests__/callback-descriptions.test.ts	50	function documentWithTwoUrlExpressions(): OpenAPIDefinition {	CODE
LOW	src/adapters/openapi/items/operation/content.ts	409	function buildCallbackOperationSection(	CODE
LOW	src/adapters/openapi/items/operation/content.ts	501	function buildCallbackPayloadPanels(	CODE
LOW	src/adapters/openapi/items/operation/content.ts	636	function buildResponseHeadersSchema(	CODE
LOW	src/adapters/openapi/items/operation/content.ts	696	function normalizeOpenApiDescription(value: unknown): string \| Node \| Node[] \| undefined {	CODE
LOW	src/adapters/openapi/items/operation/content.ts	752	function resolveOpenApiExamplesMap(	CODE
LOW	src/adapters/openapi/items/operation/content.ts	1180	function buildOperationSecuritySection(operationInfo: OperationInfo): SecurityNode \| undefined {	CODE
LOW	src/adapters/openapi/items/operation/content.ts	1233	function buildCodeSampleSourceFromContext(	CODE
LOW	src/adapters/openapi/items/schema/content.ts	7	export function buildSchemaDefinitionContent(	CODE
LOW	…dapters/openapi/items/schema/__tests__/content.test.ts	24	function findSchemaDefinitionMarkdoc(content: ApiItemContent): MarkdocNode \| undefined {	CODE
LOW	src/adapters/__tests__/validateContentLinks.ts	109	function assertMessageReferenceLink(	CODE
LOW	src/adapters/graphql/serializeType.ts	44	function createDescriptionSerializer(	CODE
LOW	src/adapters/graphql/serializeType.ts	79	export function createGraphqlTypeSerializer(	CODE
LOW	src/adapters/graphql/group/errors.ts	1	export function getItemDoesNotMatchAnyGroupErrorMessage(itemDescription: string): string {	CODE
LOW	src/adapters/graphql/panels/group-items.ts	10	export function buildGroupItemsPanelContent(	CODE
LOW	src/adapters/graphql/panels/overview.ts	6	export function buildOverviewPanelContent(	CODE
LOW	src/adapters/graphql/panels/download.ts	6	export function buildDownloadPanelContent(	CODE
LOW	src/adapters/graphql/utils/validateMenuConfig.ts	6	export function validateGraphqlMenuConfig(schema: GraphQLSchema, menuConfig?: MenuConfig): void {	CODE
LOW	src/adapters/graphql/utils/configMetadataRows.ts	23	export function buildGraphqlConfigMetadataRows(	CODE
98 more matches not shown…

Fake / Example Data16 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	playground/specs/cafe.yaml	1532	hyphens, and apostrophes (e.g., "John Doe", "Mary-Jane", "O'Brien").	CODE
LOW	…tests/schema/schema-streaming-response-samples.spec.ts	23	`{"id":"user_123","name":"John Doe","email":"john.doe@example.com","active":true}`,	CODE
LOW	…tests/schema/schema-streaming-response-samples.spec.ts	45	`{"id":"user_123","profile":{"name":"John Doe","email":"john.doe@example.com","preferences":{"theme":"dark","n	CODE
LOW	…tests/schema/schema-streaming-response-samples.spec.ts	59	`{"type":"user_created","userId":"user_123","timestamp":"2024-01-15T10:00:00Z","data":{"name":"John Doe","emai	CODE
LOW	…tests/schema/schema-streaming-response-samples.spec.ts	78	`{"id":"string","name":"string","email":"user@example.com","active":true}`,	CODE
LOW	…tests/schema/schema-streaming-response-samples.spec.ts	100	`{"id":"string","profile":{"name":"string","email":"user@example.com","preferences":{"theme":"light","notifica	CODE
LOW	src/utils/__tests__/__fixtures__/openapi-3-1.yaml	698	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	src/utils/__tests__/__fixtures__/openapi-3-1.yaml	698	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	…pters/__tests__/__fixtures__/specs/openapi/schema.yaml	702	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	…pters/__tests__/__fixtures__/specs/openapi/schema.yaml	702	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor	CODE
LOW	…hema/views/__tests__/PropertyFieldRow.example.test.tsx	47	street: '123 Main Street',	CODE
LOW	…ices/code-samples/__tests__/streaming-pipeline.test.ts	99	name: { type: 'string', example: 'John Doe' },	CODE
LOW	…ices/code-samples/__tests__/streaming-pipeline.test.ts	135	'{"id":"user_123","profile":{"name":"John Doe","email":"john.doe@example.com","preferences":{"theme":"dark","notif	CODE
LOW	…ices/code-samples/__tests__/streaming-pipeline.test.ts	151	name: { type: 'string', example: 'John Doe' },	CODE
LOW	…ices/code-samples/__tests__/streaming-pipeline.test.ts	185	'{"type":"user_created","userId":"user_123","timestamp":"2024-01-15T10:00:00Z","data":{"name":"John Doe","email":"	CODE
LOW	src/services/search/__tests__/engine.test.ts	420	const text = `${'lorem ipsum dolor '.repeat(15)}wombat${' sit amet consectetur'.repeat(15)}`;	CODE

Decorative Section Separators5 hits · 15 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/utils/deep-link.ts	7	// ── Low-level primitives ────────────────────────────────────────────────────	COMMENT
MEDIUM	src/utils/deep-link.ts	68	// ── OpenAPI suffix builders ─────────────────────────────────────────────────	COMMENT
MEDIUM	src/utils/deep-link.ts	124	// ── AsyncAPI suffix builders ────────────────────────────────────────────────	COMMENT
MEDIUM	src/utils/deep-link.ts	159	// ── GraphQL suffix builders ─────────────────────────────────────────────────	COMMENT
MEDIUM	src/utils/deep-link.ts	364	// ── Legacy hash helpers (for scroll) ────────────────────────────────────────	COMMENT

Cross-File Repetition3 hits · 15 pts

Severity	File	Snippet	Context
HIGH	examples/java/Main.java	<!doctype html> <html lang="en"> <head> <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, init	STRING
HIGH	…rc/main/java/com/example/cafedocs/RedocController.java	<!doctype html> <html lang="en"> <head> <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, init	STRING
HIGH	examples/aspnet/Program.cs	<!doctype html> <html lang="en"> <head> <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, init	STRING

Over-Commented Block2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	config/docker/docker-run.sh	1	#!/bin/sh	COMMENT
LOW	src/empty-linkedom.js	1	// Browser-bundle stub for `linkedom` (see vite.config.ts).	COMMENT

Redocly/redoc

Open-Source Code Quality, Security and Technical Debt Review