1.2

Adjusted Signal

1.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

16.5K

Stars

TypeScript

Language

426.2K

Lines of Code

1.6K

Files

418

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 4.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 412 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.1/100 · 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? 374 finding(s).

PR Review Velocity Impact 5.3/100 · LOW

Which changes need focused human review? 418 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 4HIGH 2MEDIUM 2LOW 410

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 418 distinct pattern matches across 8 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 Identifiers374 hits · 378 pts

Severity	File	Line	Snippet	Context
LOW	…kages/project-service/src/throttleOpenedFileCleanup.ts	18	export function throttleOpenedFileCleanup(	CODE
LOW	…project-service/src/getParsedConfigFileFromTSServer.ts	5	export function getParsedConfigFileFromTSServer(	CODE
LOW	packages/rule-tester/tests/RuleTester.test.ts	2792	function generateIncompatibleValidTestCase(): ValidTestCase<unknown[]> {	CODE
LOW	packages/rule-tester/tests/RuleTester.test.ts	2806	function generateIncompatibleInvalidTestCase(): InvalidTestCase<	CODE
LOW	packages/rule-tester/src/RuleTester.ts	150	function getUnsubstitutedMessagePlaceholders(	CODE
LOW	packages/rule-tester/src/utils/SourceCodeFixer.ts	16	function compareMessagesByFixRange(	CODE
LOW	packages/rule-tester/src/utils/SourceCodeFixer.ts	27	function compareMessagesByLocation(a: LintMessage, b: LintMessage): number {	CODE
LOW	packages/rule-tester/src/utils/serialization.ts	4	function isSerializablePrimitiveOrPlainObject(val: unknown): boolean {	CODE
LOW	packages/rule-tester/src/utils/dependencyConstraints.ts	12	function satisfiesDependencyConstraint(	CODE
LOW	packages/rule-tester/src/utils/dependencyConstraints.ts	33	export function satisfiesAllDependencyConstraints(	CODE
LOW	packages/rule-tester/src/utils/validationHelpers.ts	88	function defineStartEndAsErrorInTree(	CODE
LOW	packages/rule-tester/src/utils/flat-config-schema.ts	513	function createEslintrcErrorSchema(key: string): ObjectPropertySchema {	CODE
LOW	packages/rule-tester/src/utils/severity.ts	10	export function normalizeSeverityToString(	CODE
LOW	packages/rule-tester/src/utils/severity.ts	30	export function normalizeSeverityToNumber(	CODE
LOW	…es/rule-tester/src/utils/omitCustomConfigProperties.ts	3	export function omitCustomConfigProperties(	CODE
LOW	…s/typescript-eslint/src/getTSConfigRootDirFromStack.ts	11	export function getTSConfigRootDirFromStack(): string \| undefined {	CODE
LOW	…/typescript-estree/tests/test-utils/persistentParse.ts	29	export function setupPersistentParseTests(): void {	CODE
LOW	…kages/typescript-estree/tests/test-utils/test-utils.ts	8	export function parseCodeAndGenerateServices(	CODE
LOW	…ges/typescript-estree/tests/lib/parse.symlinks.test.ts	36	async function createProjectWithSymlinkedDirectory(): Promise<string> {	CODE
LOW	packages/typescript-estree/src/node-utils.ts	382	export function findFirstMatchingAncestor(	CODE
LOW	packages/typescript-estree/src/node-utils.ts	408	export function unescapeStringLiteralText(text: string): string {	CODE
LOW	packages/typescript-estree/src/node-utils.ts	455	export function isChildUnwrappableOptionalChain(	CODE
LOW	packages/typescript-estree/src/node-utils.ts	884	function isPropertyAccessEntityNameExpression(	CODE
LOW	packages/typescript-estree/src/parser.ts	74	function useSingleRunProgramForProjectService(	CODE
LOW	packages/typescript-estree/src/parser.ts	139	export function clearDefaultProjectMatchedFiles(): void {	CODE
LOW	packages/typescript-estree/src/parser.ts	256	export function clearParseAndGenerateServicesCalls(): void {	CODE
LOW	…/typescript-estree/src/semantic-or-syntactic-errors.ts	21	export function getFirstSemanticOrSyntacticError(	CODE
LOW	…/typescript-estree/src/semantic-or-syntactic-errors.ts	61	function allowlistSupportedDiagnostics(	CODE
LOW	…/typescript-estree/src/semantic-or-syntactic-errors.ts	112	function convertDiagnosticToSemanticOrSyntacticError(	CODE
LOW	…/typescript-estree/src/useProgramFromProjectService.ts	63	function openClientFileFromProjectService(	CODE
LOW	…/typescript-estree/src/useProgramFromProjectService.ts	205	function openClientFileAndMaybeReload(): ts.server.OpenConfiguredProjectResult {	CODE
LOW	…/typescript-estree/src/useProgramFromProjectService.ts	235	function getSymlinkedFilePathInProjects(	CODE
LOW	…/typescript-estree/src/useProgramFromProjectService.ts	258	function createNoProgramWithProjectService(	CODE
LOW⚡	…/typescript-estree/src/useProgramFromProjectService.ts	307	export function useProgramFromProjectService(	CODE
LOW⚡	…/typescript-estree/src/useProgramFromProjectService.ts	313	export function useProgramFromProjectService(	CODE
LOW⚡	…/typescript-estree/src/useProgramFromProjectService.ts	319	export function useProgramFromProjectService(	CODE
LOW⚡	…/typescript-estree/src/useProgramFromProjectService.ts	325	export function useProgramFromProjectService(	CODE
LOW	…/typescript-estree/src/getImportClausePhaseModifier.ts	10	export function getImportClausePhaseModifier(	CODE
LOW	packages/typescript-estree/src/check-syntax-errors.ts	711	function checkForStatementDeclaration(	CODE
LOW	packages/typescript-estree/src/check-modifiers.ts	424	function checkObjectPropertyModifier(node: ts.Node, modifier: ts.Modifier) {	CODE
LOW	…estree/src/create-program/createProjectProgramError.ts	10	export function createProjectProgramError(	CODE
LOW	packages/typescript-estree/src/create-program/shared.ts	40	export function createDefaultCompilerOptionsFromExtra(	CODE
LOW	packages/typescript-estree/src/create-program/shared.ts	112	export function createSymlinkedDirectories(	CODE
LOW	…c/create-program/validateDefaultProjectForFilesGlob.ts	8	export function validateDefaultProjectForFilesGlob(	CODE
LOW	…cript-estree/src/create-program/useProvidedPrograms.ts	63	export function createProgramFromConfigFile(	CODE
LOW	…tree/src/create-program/getWatchProgramsForProjects.ts	143	export function getWatchProgramsForProjects(	CODE
LOW	…escript-estree/src/parseSettings/warnAboutTSVersion.ts	26	function buildUnsupportedTSVersionMessage(severity: 'error' \| 'warn'): string {	CODE
LOW	…escript-estree/src/parseSettings/warnAboutTSVersion.ts	44	export function handleUnsupportedTSVersion(	CODE
LOW	…script-estree/src/parseSettings/createParseSettings.ts	260	export function clearTSServerProjectService(): void {	CODE
LOW⚡	…-estree/src/parseSettings/candidateTSConfigRootDirs.ts	3	export function addCandidateTSConfigRootDir(candidate: string): void {	CODE
LOW⚡	…-estree/src/parseSettings/candidateTSConfigRootDirs.ts	7	export function clearCandidateTSConfigRootDirs(): void {	CODE
LOW⚡	…-estree/src/parseSettings/candidateTSConfigRootDirs.ts	11	export function getInferredTSConfigRootDir(): string {	CODE
LOW	…s/generated-rule-docs/addESLintHashToCodeBlocksMeta.ts	17	export function addESLintHashToCodeBlocksMeta(	CODE
LOW	…ns/generated-rule-docs/insertions/insertRuleOptions.ts	97	function findCommentIndexForOption(	CODE
LOW	…-24-consistent-type-exports-and-imports-why-and-how.md	113	export function getAndLogValue(getter: GetString) {	CODE
LOW	…-24-consistent-type-exports-and-imports-why-and-how.md	125	export function getAndLogValue(getter: GetString) {	CODE
LOW⚡	packages/website/src/components/lib/jsonSchema.ts	24	export function getRuleJsonSchemaWithErrorLevel(	CODE
LOW	…te/src/components/editor/createProvideTwoslashInlay.ts	16	export function createTwoslashInlayProvider(	CODE
LOW	…ges/website/src/theme/MDXComponents/RuleAttributes.tsx	58	export function getRecommendationWithEmoji(	CODE
LOW	…kages/integration-tests/tools/integration-test-base.ts	110	export function typescriptIntegrationTest(	CODE
314 more matches not shown…

Hallucination Indicators4 hits · 78 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	packages/website/src/components/lib/jsonSchema.ts	20	* monaco.languages.json.jsonDefaults.diagnosticsOptions.schemas.find(item => item.uri.includes('typescript-eslint/consi	COMMENT
CRITICAL⚡	packages/website/src/components/lib/jsonSchema.ts	21	* monaco.languages.json.jsonDefaults.diagnosticsOptions.schemas.find(item => item.uri.includes('no-unused-labels'))	COMMENT
CRITICAL⚡	packages/website/src/components/lib/jsonSchema.ts	22	* monaco.languages.json.jsonDefaults.diagnosticsOptions.schemas.filter(item => item.schema.type === 'array')	COMMENT
CRITICAL	…kages/eslint-plugin/tests/rules/no-unsafe-call.test.ts	129	x.a.b.c.d.e.f.g();	CODE

Over-Commented Block32 hits · 32 pts

Severity	File	Line	Snippet	Context
LOW	packages/website-eslint/src/mock/assert.js	1	// Copyright Joyent, Inc. and other Node contributors.	COMMENT
LOW	packages/website-eslint/src/mock/path.js	1	/* eslint-disable @typescript-eslint/explicit-module-boundary-types */	COMMENT
LOW	packages/utils/src/eslint-utils/getParserServices.ts	61	context: Readonly<TSESLint.RuleContext<string, unknown[]>>,	COMMENT
LOW	packages/type-utils/tests/TypeOrValueSpecifier.test.ts	421	// },	COMMENT
LOW	…nt-plugin/tests/rules/no-unnecessary-condition.test.ts	3421	],	COMMENT
LOW	…ckages/eslint-plugin/tests/rules/require-await.test.ts	861	{	COMMENT
LOW	…ckages/eslint-plugin/src/util/getOperatorPrecedence.ts	21	// ConditionalExpression	COMMENT
LOW	…ckages/eslint-plugin/src/util/getOperatorPrecedence.ts	41	// `=` `/=` `%=` `+=` `-=` `<<=` `>>=` `>>>=` `&=` `^=` `\|=` `*=`	COMMENT
LOW	…ckages/eslint-plugin/src/util/getOperatorPrecedence.ts	61		COMMENT
LOW	…ckages/eslint-plugin/src/util/getOperatorPrecedence.ts	81		COMMENT
LOW	…ckages/eslint-plugin/src/util/getOperatorPrecedence.ts	101	// RelationalExpression `instanceof` ShiftExpression	COMMENT
LOW	…ckages/eslint-plugin/src/util/getOperatorPrecedence.ts	121	// MultiplicativeExpression MultiplicativeOperator ExponentiationExpression	COMMENT
LOW	…ckages/eslint-plugin/src/util/getOperatorPrecedence.ts	141	// `++` UnaryExpression	COMMENT
LOW	…ckages/eslint-plugin/src/util/getOperatorPrecedence.ts	161	// SuperCall	COMMENT
LOW	…ckages/eslint-plugin/src/util/getOperatorPrecedence.ts	181	// Literal	COMMENT
LOW	…lint-plugin/src/rules/no-unnecessary-type-assertion.ts	101	'strictNullChecks',	COMMENT
LOW	…plugin/src/rules/no-unnecessary-template-expression.ts	281	// "'va`lue'" -> "va`lue"	COMMENT
LOW	…es/eslint-plugin/src/rules/no-unnecessary-condition.ts	461		COMMENT
LOW	packages/eslint-plugin/src/rules/no-deprecated.ts	301	// /** @deprecated Some Reason */	COMMENT
LOW	…ges/eslint-plugin/src/rules/consistent-type-imports.ts	301	unusedSpecifiers,	COMMENT
LOW	…ges/eslint-plugin/src/rules/consistent-type-imports.ts	321	// choose with option (2) and just avoid reporting on any imports in a	COMMENT
LOW	…ges/eslint-plugin/src/rules/consistent-type-exports.ts	141	// Things get a lot more complicated when we're dealing with	COMMENT
LOW	packages/eslint-plugin/src/rules/no-unused-vars.ts	581	// 1) there is at least one specifier that is used	COMMENT
LOW	packages/eslint-plugin/src/rules/no-unused-vars.ts	701	//	COMMENT
LOW	…/src/rules/prefer-optional-chain-utils/analyzeChain.ts	421	for (const operand of chain) {	COMMENT
LOW	…/src/rules/prefer-optional-chain-utils/analyzeChain.ts	441	// conditions in the user's code where there were none before - and it would	COMMENT
LOW	…/src/rules/prefer-optional-chain-utils/analyzeChain.ts	761	);	COMMENT
LOW	…/src/rules/prefer-optional-chain-utils/analyzeChain.ts	841	)	COMMENT
LOW	…/src/rules/prefer-optional-chain-utils/compareNodes.ts	121	return NodeComparisonResult.Equal;	COMMENT
LOW	…/src/rules/prefer-optional-chain-utils/compareNodes.ts	161	// but we want to try comparing by discarding the "extra" code	COMMENT
LOW	…/src/rules/prefer-optional-chain-utils/compareNodes.ts	301	// ^^^^^^^ nodeA	COMMENT
LOW	packages/eslint-plugin/src/rules/enum-utils/shared.ts	81	// ```ts	COMMENT

Cross-Language Confusion (JS/TS)2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	packages/eslint-plugin/src/rules/member-ordering.ts	966	* @return True if all members are correctly sorted.	COMMENT
HIGH	packages/eslint-plugin/src/rules/member-ordering.ts	1045	* @return True if all required and optional members are correctly sorted.	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/eslint-plugin/src/rules/no-inferrable-types.ts	276	// Essentially a readonly property without a type	COMMENT

Structural Annotation Overuse2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/pr-title-validation.yml	1	# IMPORTANT: Do not reuse old name of "Semantic PR Titles" here	COMMENT
LOW	.github/workflows/breaking-change-validation.yml	1	# IMPORTANT: Do not reuse old name of "Semantic Breaking Change PR Test" here	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	pnpm-lock.yaml	6040	deprecated: Renamed to emoji-blast. Let me know if you need help renaming. :)	CODE

Overly Generic Function Names2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	…sts/rules/no-unused-vars/no-unused-vars-eslint.test.ts	278	var doSomething = function doSomething() {};	CODE
LOW	…-plugin/tests/rules/no-shadow/no-shadow-eslint.test.ts	28	var doSomething = function doSomething() {};	CODE

typescript-eslint/typescript-eslint

Open-Source Code Quality, Security and Technical Debt Review