0.9

Adjusted Signal

0.9

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

27.3K

Stars

JavaScript

Language

108.6K

Lines of Code

1.5K

Files

Pattern Hits

2026-10-31

Scan Date

0.01

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 1.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 34 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.9/100 · LOW

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

Agent Over-Engineering Ratio 1.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 22 finding(s).

PR Review Velocity Impact 4.5/100 · LOW

Which changes need focused human review? 50 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 1HIGH 8MEDIUM 0LOW 41

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 50 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.

Cross-Language Confusion (JS/TS)8 hits · 48 pts

Severity	File	Line	Snippet	Context
HIGH⚡	core/base-service/graphql.spec.js	11	print(	CODE
HIGH⚡	core/base-service/graphql.spec.js	21	print(gql`	CODE
HIGH⚡	core/base-service/graphql.spec.js	31	print(	CODE
HIGH	core/base-service/graphql.spec.js	48	print(gql`	CODE
HIGH	core/base-service/graphql.spec.js	59	print(	CODE
HIGH	core/base-service/graphql.spec.js	79	print(gql`	CODE
HIGH	core/base-service/graphql.spec.js	89	print(	CODE
HIGH	core/base-service/graphql.spec.js	104	print(gql`	CODE

Hyper-Verbose Identifiers22 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	core/base-service/cache-headers.js	18	function overrideCacheLengthFromQueryParams(queryParams) {	CODE
LOW	core/base-service/cache-headers.js	93	function setCacheHeadersForStaticResource(	CODE
LOW	core/base-service/cache-headers.js	102	function serverHasBeenUpSinceResourceCached(req) {	CODE
LOW	core/base-service/legacy-request-handler.js	53	function setCacheHeadersOnResponse(res, serviceOverrideCacheLengthSeconds) {	CODE
LOW	core/base-service/legacy-request-handler.spec.js	26	function createFakeHandlerWithCacheLength(cacheLengthSeconds) {	CODE
LOW	core/base-service/service-definitions.js	60	function assertValidServiceDefinition(service, message = undefined) {	CODE
LOW	core/base-service/service-definitions.js	77	function assertValidServiceDefinitionExport(openApiSpec, message = undefined) {	CODE
LOW	badge-maker/lib/make-badge.spec.js	7	async function expectBadgeToMatchSnapshot(format) {	CODE
LOW	.github/actions/docusaurus-swizzled-warning/helpers.js	10	export async function getAllFilesForPullRequest(	CODE
LOW	.github/actions/docusaurus-swizzled-warning/helpers.js	49	export async function getChangedFilesBetweenTags(	CODE
LOW	lib/logos.js	51	function decodeDataUrlFromQueryParam(value) {	CODE
LOW	services/test-helpers.js	227	function getServiceClassAuthOrigin(serviceClass, authOverride, configOverride) {	CODE
LOW	services/wordpress/wordpress-version-color.js	47	async function versionColorForWordpressVersion(version) {	CODE
LOW	services/wordpress/wordpress-downloads.service.js	43	function DownloadsForExtensionType(extensionType) {	CODE
LOW	services/wordpress/wordpress-platform.service.js	103	function RequiresPHPVersionForType(extensionType) {	CODE
LOW	services/website/website-redirect.service.js	12	function splitDashSeparatedOptionalParams(s) {	CODE
LOW	services/vcpkg/vcpkg-version-helpers.js	3	export function parseVersionFromVcpkgManifest(manifest) {	CODE
LOW	services/conan/conan-version-helpers.js	5	export function parseLatestVersionFromConfig(configYaml) {	CODE
LOW	services/classicpress/classicpress-platform.service.js	16	function ClassicpressRequiresVersion(extensionType) {	CODE
LOW	services/classicpress/classicpress-platform.service.js	63	function ClassicpressRequiresPHPVersion(extensionType) {	CODE
LOW	services/bitbucket/bitbucket-pull-request.service.js	21	function pullRequestClassGenerator(raw) {	CODE
LOW	services/node/node-version-color.js	66	async function versionColorForRangeCurrent(range) {	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	services/github/github-tag.service.js	110	tags: json.data.repository.refs.edges.map(edge => edge.node.name),	CODE

Over-Commented Block8 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	core/service-test-runner/cli.js	1	// Usage:	COMMENT
LOW	core/service-test-runner/cli.js	21	// https://github.com/IcedFrisby/IcedFrisby/blob/master/API.md#retrycount-backoff	COMMENT
LOW	core/service-test-runner/cli.js	41	// and build stages:	COMMENT
LOW	core/base-service/legacy-request-handler.js	41		COMMENT
LOW	services/librariesio/librariesio-api-provider.js	21	tokens.forEach(t => this.standardTokens.add(t, {}, defaultRateLimit))	COMMENT
LOW	services/sonar/sonar-generic.service.js	1	import { metric } from '../text-formatters.js'	COMMENT
LOW	services/sonar/sonar-base.js	1	import Joi from 'joi'	COMMENT
LOW	services/codacy/codacy-grade.tester.js	21	t.create('Code quality (package not found)')	COMMENT

Fake / Example Data7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	services/test-helpers.js	335	? 'fake-user'	CODE
LOW	services/opencollective/opencollective-base.spec.js	22	const config = { private: { opencollective_token: 'fake-token' } }	CODE
LOW	services/opencollective/opencollective-base.spec.js	27	.query({ personalToken: 'fake-token' })	CODE
LOW	services/gitea/gitea-base.spec.js	32	gitea_token: 'fake-key',	CODE
LOW	services/gitea/gitea-base.spec.js	39	.matchHeader('Authorization', 'Bearer fake-key')	CODE
LOW	services/outagedeck/outagedeck-status.spec.js	12	outagedeck_api_key: 'fake-key',	CODE
LOW	services/outagedeck/outagedeck-status.spec.js	19	.matchHeader('Authorization', 'Bearer fake-key')	CODE

Example Usage Blocks3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	services/test-helpers.js	48	* // Example usage:	COMMENT
LOW	services/test-helpers.js	223	* // Example usage:	COMMENT
LOW	services/test-helpers.js	286	* // Example usage:	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	core/base-service/legacy-request-handler.js	15	function handleRequest(cacheHeaderConfig, handlerOptions) {	CODE

badges/shields

Open-Source Code Quality, Security and Technical Debt Review