1.1

Adjusted Signal

1.1

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

20.3K

Stars

TypeScript

Language

158.7K

Lines of Code

556

Files

161

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 4.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 155 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

Are imports declared and package/API names verified? 6 finding(s).

Agent Over-Engineering Ratio 4.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 144 finding(s).

PR Review Velocity Impact 5.6/100 · LOW

Which changes need focused human review? 161 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 3LOW 155

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 161 distinct pattern matches across 6 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 Identifiers144 hits · 138 pts

Severity	File	Line	Snippet	Context
LOW	resources/build-npm.ts	253	function buildPlatformConditionalExports(	CODE
LOW	resources/change-extension-in-import-paths.ts	22	export function changeExtensionInImportPaths(config: {	CODE
LOW	resources/change-extension-in-import-paths.ts	70	export function changeExtensionInImportPathsInBundle(config: {	CODE
LOW	resources/benchmark/statistics.ts	82	export function havePairwiseComparisonsStabilized(	CODE
LOW	resources/benchmark/statistics.ts	113	function computeRelativeMarginOfError(samples: ReadonlyArray<number>): number {	CODE
LOW	…es/eslint-internal-rules/require-public-api-exports.js	77	function reportUnexpectedInternalDoc(node, name) {	CODE
LOW	…es/eslint-internal-rules/require-public-api-exports.js	194	function unwrapExportedDeclaration(statement) {	CODE
LOW	…es/eslint-internal-rules/require-public-api-exports.js	453	function isDocumentableDeclaration(node) {	CODE
LOW	…lint-internal-rules/require-graphql-public-api-docs.js	12	function requireGraphqlPublicApiDocs(context) {	CODE
LOW	…lint-internal-rules/require-graphql-public-api-docs.js	128	function unwrapExportedDeclaration(statement) {	CODE
LOW	…lint-internal-rules/require-graphql-public-api-docs.js	198	function isDocumentableDeclaration(node) {	CODE
LOW⚡	website/generate-api.js	1782	function signatureArrayElementTypeSource(type, ctx) {	CODE
LOW⚡	website/generate-api.js	1791	function signatureTypeArgumentsSource(type, ctx) {	CODE
LOW⚡	website/generate-api.js	1798	function signatureSourceTypeEquivalent(type, ctx) {	CODE
LOW⚡	website/generate-api.js	1874	function signatureInterfaceTypeSource(node, packagePath, ctx) {	CODE
LOW⚡	website/generate-api.js	1881	function signatureObjectTypeSource(members, ctx) {	CODE
LOW⚡	website/generate-api.js	1887	function signatureInterfaceMemberSource(member, packagePath, ctx) {	CODE
LOW	website/generate-api.js	384	function collectDeclarationDefaults(metadata, statement, packagePath) {	CODE
LOW	website/generate-api.js	1159	function typeLiteralIndexSignature(signature, options = {}) {	CODE
LOW	website/generate-api.js	1471	function renderScannedSignatureSource(source, renderToken) {	CODE
LOW	website/generate-api.js	1503	function renderLeadingWhitespaceToken(token, tokenText, atLineStart) {	CODE
LOW	website/generate-api.js	1510	function createSignatureSourceContext(options = {}) {	CODE
LOW	website/generate-api.js	1522	function withSignatureSourceContext(ctx, overrides) {	CODE
LOW	website/generate-api.js	1580	function renderFormattedSignatureSource(source, ctx) {	CODE
LOW	website/generate-api.js	1586	function renderFormattedSignatureToken(token, tokenText, ctx) {	CODE
LOW	website/generate-api.js	1601	async function formatInterfaceMemberSource(memberSource) {	CODE
LOW	website/generate-api.js	1636	function signatureTypeParametersSource(node, ctx) {	CODE
LOW	website/generate-api.js	1646	function signatureTypeParameterSource(param, ctx) {	CODE
LOW	website/generate-api.js	1661	function signatureParametersSource(signature, ctx, options = {}) {	CODE
LOW	website/generate-api.js	1669	function signatureParameterDeclarationSource(	CODE
LOW	website/generate-api.js	1685	function signatureFunctionTypeSource(signature, ctx) {	CODE
LOW	website/generate-api.js	1918	function signatureReflectionTypeSource(node, ctx) {	CODE
LOW	website/generate-api.js	1939	function signatureTypeLiteralIndexSignatureSource(signature, ctx) {	CODE
LOW	website/generate-api.js	1953	function signatureIndexSignatureSource(	CODE
LOW	website/generate-api.js	1966	function signatureTypedPropertySource(name, optional, type, ctx) {	CODE
LOW	website/generate-api.js	1972	function signaturePropertyNameSource(name, ctx) {	CODE
LOW	website/generate-api.js	2063	function signatureTypeNodeParameterSource(param, packagePath, ctx) {	CODE
LOW	website/generate-api.js	2143	async function renderSignatureDeclaration(	CODE
LOW	website/generate-api.js	2166	async function renderConstructorDeclaration(signature, options = {}) {	CODE
LOW	website/generate-api.js	2186	async function renderTypeAliasDeclaration(node, options = {}) {	CODE
LOW	website/generate-api.js	2421	function tableWithOptionalDescription(headers, rows) {	CODE
LOW	website/generate-api.js	2510	async function renderInterfaceDeclaration(node, options = {}) {	CODE
LOW	website/generate-api.js	3076	function assertAllItemsCategorized(docs) {	CODE
LOW	website/generate-api.js	3172	function isLeadingLineCommentTrivia(value) {	CODE
LOW	website/generate-api.js	3273	function exposePublicOverloadSignatures(dir) {	CODE
LOW	website/generate-api.js	3300	function publicOverloadImplementationJSDocRanges(ast, content) {	CODE
LOW	website/generate-api.js	3364	function stripCoverageIgnoreComments(dir) {	CODE
LOW	website/generate-api.js	3425	function assertUniqueMajorVersions(sources) {	CODE
LOW	integrationTests/diagnostics-bun/test.js	145	function runExecuteRootSelectionSetCase() {	CODE
LOW	…egrationTests/diagnostics-deno-with-node-build/test.js	145	function runExecuteRootSelectionSetCase() {	CODE
LOW	…egrationTests/diagnostics-deno-with-deno-build/test.js	145	function runExecuteRootSelectionSetCase() {	CODE
LOW	src/diagnostics.ts	290	function resolveDiagnosticsChannel(): DiagnosticsChannelModule \| undefined {	CODE
LOW	src/graphql.ts	261	function validateAndExecute(	CODE
LOW	src/graphql.ts	284	function checkValidationAndExecute(	CODE
LOW	src/language/lexer.ts	680	function readEscapedUnicodeVariableWidth(	CODE
LOW	src/language/lexer.ts	715	function readEscapedUnicodeFixedWidth(	CODE
LOW	src/language/predicates.ts	59	export function isExecutableDefinitionNode(	CODE
LOW	src/language/predicates.ts	86	export function isSubscriptionOperationDefinitionNode(	CODE
LOW	src/language/predicates.ts	212	export function isTypeSystemDefinitionNode(	CODE
LOW	src/language/predicates.ts	265	export function isTypeSystemExtensionNode(	CODE
84 more matches not shown…

Cross-Language Confusion (JS/TS)3 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	src/utilities/__tests__/TypeInfo-test.ts	366	print(parse('{ human(id: 4) { name, pets }, alien }')),	CODE
HIGH	src/utilities/__tests__/TypeInfo-test.ts	370	print(	CODE
HIGH	src/type/scalars.ts	298	print(valueNode),	CODE

Over-Commented Block7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	website/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	.github/workflows/ci.yml	261	- name: Run denoDist package publish dry-run checks	COMMENT
LOW	src/language/lexer.ts	281	//	COMMENT
LOW	src/execution/incremental/__tests__/stream-test.ts	2661	// treated as still belonging to the outer @defer instead of to the stream	COMMENT
LOW	…tion/legacyIncremental/__tests__/legacy-stream-test.ts	2121	// Validation rejects the overlapping @stream selections. See	COMMENT
LOW	…ion/rules/DeferStreamDirectiveOnValidOperationsRule.ts	261	// - Continue to the next {selection} in {selectionSet}.	COMMENT
LOW	…ion/rules/DeferStreamDirectiveOnValidOperationsRule.ts	281	// - Let {fragmentSelectionSet} be the selection set of {selection}.	COMMENT

AI Slop Vocabulary3 hits · 7 pts

Severity	File	Line	Snippet	Context
MEDIUM	website/package-lock.json	8418	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.2.tgz",	CODE
MEDIUM	website/pages/api-v17/graphql/_meta.ts	16	href: '/api-v17/graphql#category-harness',	CODE
MEDIUM	src/validation/__tests__/ScalarLeafsRule-test.ts	67	// We can't leverage expectErrors since it doesn't support passing in the	COMMENT

Fake / Example Data3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	src/jsutils/keyMap.ts	15	* { name: 'Jon', num: '555-1234' },	COMMENT
LOW	src/jsutils/keyValMap.ts	12	* { name: 'Jon', num: '555-1234' },	COMMENT
LOW	src/jsutils/keyValMap.ts	20	* ); // => { Jon: '555-1234', Jenny: '867-5309' }	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/utilities/buildClientSchema.ts	62	* This function expects a complete introspection result. Don't forget to check	COMMENT

graphql/graphql-js

Open-Source Code Quality, Security and Technical Debt Review