1.1

Adjusted Signal

1.1

Raw Pattern Score

100%

Time Factor

2026-10-28

Last Push

11.2K

Stars

TypeScript

Language

144.1K

Lines of Code

750

Files

104

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 4.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 102 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.5/100 · LOW

Are imports declared and package/API names verified? 2 finding(s).

Agent Over-Engineering Ratio 1.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 45 finding(s).

PR Review Velocity Impact 3.9/100 · LOW

Which changes need focused human review? 104 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 2MEDIUM 0LOW 102

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 104 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 Identifiers45 hits · 52 pts

Severity	File	Line	Snippet	Context
LOW	…ination-infinite-scroll/PaginationInfScrollExample.tsx	23	function PaginationInfScrollExample() {	CODE
LOW	…ursor-infinite-scroll/BidirectionalCursorInfScroll.tsx	8	function BidirectionalCursorInfScroll({ startingProject = { id: 25 } }) {	CODE
LOW	…codemods/transforms/createSliceReducerBuilder/index.ts	23	export function reducerPropsToBuilderExpression(	CODE
LOW	…es/rtk-codemods/transforms/createSliceBuilder/index.ts	23	export function reducerPropsToBuilderExpression(	CODE
LOW	…/rtk-codemods/transforms/createReducerBuilder/index.ts	23	export function reducerPropsToBuilderExpression(	CODE
LOW	packages/rtk-query-codegen-openapi/src/codegen.ts	113	export function generateEndpointDefinition({	CODE
LOW	packages/rtk-query-codegen-openapi/src/generate.ts	177	function generateRegexConstantsForType(	CODE
LOW	packages/rtk-query-codegen-openapi/src/generate.ts	607	function createObjectLiteralProperty(parameters: QueryArgDefinition[], propertyName: string) {	CODE
LOW	packages/rtk-query-codegen-openapi/src/generate.ts	700	function generateQueryEndpointProps({}: { operationDefinition: OperationDefinition }): ObjectPropertyDefinitions {	CODE
LOW	packages/rtk-query-codegen-openapi/src/generate.ts	705	function generateMutationEndpointProps({}: { operationDefinition: OperationDefinition }): ObjectPropertyDefinitions {	CODE
LOW	packages/toolkit/etc/redux-toolkit.api.md	289	export function createImmutableStateInvariantMiddleware(	CODE
LOW	packages/toolkit/etc/redux-toolkit.api.md	315	export function createSerializableStateInvariantMiddleware(	CODE
LOW	…lkit/scripts/issue-triage/src/similarity/similarity.ts	75	export function calculateErrorPatternMatch(	CODE
LOW	…lkit/scripts/issue-triage/src/similarity/similarity.ts	95	export function calculateTemporalProximity(	CODE
LOW	…s/toolkit/scripts/issue-triage/src/reports/sections.ts	55	export function generateDuplicatesSection(	CODE
LOW	…s/toolkit/scripts/issue-triage/src/reports/sections.ts	373	export function generateNeedsAttentionSection(	CODE
LOW	packages/toolkit/src/matchers.ts	70	export function hasExpectedRequestMetadata(	CODE
LOW⚡	packages/toolkit/src/utils.ts	77	export function getOrInsert<K extends object, V>(	CODE
LOW⚡	packages/toolkit/src/utils.ts	82	export function getOrInsert<K, V>(map: Map<K, V>, key: K, value: V): V	CODE
LOW⚡	packages/toolkit/src/utils.ts	83	export function getOrInsert<K extends object, V>(	CODE
LOW⚡	packages/toolkit/src/utils.ts	93	export function getOrInsertComputed<K extends object, V>(	CODE
LOW⚡	packages/toolkit/src/utils.ts	98	export function getOrInsertComputed<K, V>(	CODE
LOW⚡	packages/toolkit/src/utils.ts	103	export function getOrInsertComputed<K extends object, V>(	CODE
LOW	…es/toolkit/src/serializableStateInvariantMiddleware.ts	188	export function createSerializableStateInvariantMiddleware(	CODE
LOW	…ckages/toolkit/src/actionCreatorInvariantMiddleware.ts	21	export function createActionCreatorInvariantMiddleware(	CODE
LOW	…kages/toolkit/src/immutableStateInvariantMiddleware.ts	195	export function createImmutableStateInvariantMiddleware(	CODE
LOW	packages/toolkit/src/createReducer.ts	105	* function isActionWithNumberPayload(	COMMENT
LOW	packages/toolkit/src/query/endpointDefinitions.ts	1304	export function isInfiniteQueryDefinition(	CODE
LOW	packages/toolkit/src/query/core/buildSlice.ts	114	function updateQuerySubstateIfExists(	CODE
LOW	packages/toolkit/src/query/core/buildSlice.ts	144	function updateMutationSubstateIfExists(	CODE
LOW	packages/toolkit/src/query/core/buildSlice.ts	615	function writeProvidedTagsForQueries(	CODE
LOW	packages/toolkit/src/query/core/buildInitiate.ts	537	function buildInitiateInfiniteQuery(	CODE
LOW	packages/toolkit/src/query/core/buildSelectors.ts	271	function buildInfiniteQuerySelector(	CODE
LOW	…ages/toolkit/src/query/core/buildMiddleware/polling.ts	172	function findLowestPollingInterval(	CODE
LOW	…lkit/src/query/core/buildMiddleware/cacheCollection.ts	75	function anySubscriptionsRemainingForKey(queryCacheKey: string) {	CODE
LOW	packages/toolkit/src/query/tests/createApi.test.ts	1232	function expectFailureHandlersToHaveBeenCalled({	CODE
LOW⚡	packages/toolkit/src/query/utils/getOrInsert.ts	5	export function getOrInsert<K extends object, V>(	CODE
LOW⚡	packages/toolkit/src/query/utils/getOrInsert.ts	10	export function getOrInsert<K, V>(map: Map<K, V>, key: K, value: V): V	CODE
LOW⚡	packages/toolkit/src/query/utils/getOrInsert.ts	11	export function getOrInsert<K extends object, V>(	CODE
LOW⚡	packages/toolkit/src/query/utils/getOrInsert.ts	21	export function getOrInsertComputed<K extends object, V>(	CODE
LOW⚡	packages/toolkit/src/query/utils/getOrInsert.ts	26	export function getOrInsertComputed<K, V>(	CODE
LOW⚡	packages/toolkit/src/query/utils/getOrInsert.ts	31	export function getOrInsertComputed<K extends object, V>(	CODE
LOW	…s/toolkit/src/query/utils/copyWithStructuralSharing.ts	7	export function copyWithStructuralSharing(oldObj: any, newObj: any): any {	CODE
LOW	packages/toolkit/src/query/react/buildHooks.ts	1614	function infiniteQueryStatePreSelector(	CODE
LOW	packages/toolkit/src/query/react/buildHooks.ts	1914	function usePromiseRefUnsubscribeOnUnmount(	CODE

Structural Annotation Overuse21 hits · 38 pts

Severity	File	Line	Snippet	Context
LOW	examples/publish-ci/react-native/README.md	7	## Step 1: Start the Metro Server	COMMENT
LOW	examples/publish-ci/react-native/README.md	21	## Step 2: Start your Application	COMMENT
LOW	examples/publish-ci/react-native/README.md	49	## Step 3: Modifying your App	COMMENT
LOW	examples/publish-ci/expo/README.md	15	## Step 1: Start the Metro Server	COMMENT
LOW	examples/publish-ci/expo/README.md	31	## Step 2: Start your Application	COMMENT
LOW	examples/publish-ci/expo/README.md	63	## Step 3: Modifying your App	COMMENT
LOW⚡	packages/toolkit/scripts/issue-triage/src/index.ts	23	// Step 1: Verify gh CLI is available and authenticated	COMMENT
LOW⚡	packages/toolkit/scripts/issue-triage/src/index.ts	28	// Step 2: Create GitHub client	COMMENT
LOW⚡	packages/toolkit/scripts/issue-triage/src/index.ts	31	// Step 3: Fetch all open issues and PRs	COMMENT
LOW⚡	packages/toolkit/scripts/issue-triage/src/index.ts	35	// Step 4: Categorize all items	COMMENT
LOW⚡	packages/toolkit/scripts/issue-triage/src/index.ts	39	// Step 5: Display summary statistics	COMMENT
LOW⚡	packages/toolkit/scripts/issue-triage/src/index.ts	49	// Step 6: Display categorization statistics	COMMENT
LOW	packages/toolkit/scripts/issue-triage/src/index.ts	95	// Step 7: Run similarity detection	COMMENT
LOW	packages/toolkit/scripts/issue-triage/src/index.ts	108	// Step 8: Display sample categorized issues	COMMENT
LOW	packages/toolkit/scripts/issue-triage/src/index.ts	146	// Step 9: Display sample similarity results	COMMENT
LOW	packages/toolkit/scripts/issue-triage/src/index.ts	189	// Step 10: Export categorization results to JSON	COMMENT
LOW	packages/toolkit/scripts/issue-triage/src/index.ts	253	// Step 11: Generate Markdown reports	COMMENT
LOW⚡	…s/toolkit/scripts/issue-triage/src/categorize/index.ts	15	// Step 1: Categorize the issue	COMMENT
LOW⚡	…s/toolkit/scripts/issue-triage/src/categorize/index.ts	18	// Step 2: Calculate scores	COMMENT
LOW⚡	…s/toolkit/scripts/issue-triage/src/categorize/index.ts	21	// Step 3: Detect flags	COMMENT
LOW⚡	…s/toolkit/scripts/issue-triage/src/categorize/index.ts	24	// Step 4: Combine into categorized issue	COMMENT

Verbosity Indicators15 hits · 29 pts

Severity	File	Line	Snippet	Context
LOW⚡	packages/toolkit/scripts/issue-triage/src/index.ts	23	// Step 1: Verify gh CLI is available and authenticated	COMMENT
LOW⚡	packages/toolkit/scripts/issue-triage/src/index.ts	28	// Step 2: Create GitHub client	COMMENT
LOW⚡	packages/toolkit/scripts/issue-triage/src/index.ts	31	// Step 3: Fetch all open issues and PRs	COMMENT
LOW⚡	packages/toolkit/scripts/issue-triage/src/index.ts	35	// Step 4: Categorize all items	COMMENT
LOW⚡	packages/toolkit/scripts/issue-triage/src/index.ts	39	// Step 5: Display summary statistics	COMMENT
LOW⚡	packages/toolkit/scripts/issue-triage/src/index.ts	49	// Step 6: Display categorization statistics	COMMENT
LOW	packages/toolkit/scripts/issue-triage/src/index.ts	95	// Step 7: Run similarity detection	COMMENT
LOW	packages/toolkit/scripts/issue-triage/src/index.ts	108	// Step 8: Display sample categorized issues	COMMENT
LOW	packages/toolkit/scripts/issue-triage/src/index.ts	146	// Step 9: Display sample similarity results	COMMENT
LOW	packages/toolkit/scripts/issue-triage/src/index.ts	189	// Step 10: Export categorization results to JSON	COMMENT
LOW	packages/toolkit/scripts/issue-triage/src/index.ts	253	// Step 11: Generate Markdown reports	COMMENT
LOW⚡	…s/toolkit/scripts/issue-triage/src/categorize/index.ts	15	// Step 1: Categorize the issue	COMMENT
LOW⚡	…s/toolkit/scripts/issue-triage/src/categorize/index.ts	18	// Step 2: Calculate scores	COMMENT
LOW⚡	…s/toolkit/scripts/issue-triage/src/categorize/index.ts	21	// Step 3: Detect flags	COMMENT
LOW⚡	…s/toolkit/scripts/issue-triage/src/categorize/index.ts	24	// Step 4: Combine into categorized issue	COMMENT

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

Severity	File	Line	Snippet	Context
HIGH	packages/toolkit/src/tsHelpers.ts	12	* return True if T is `any`, otherwise return False	COMMENT
HIGH	packages/toolkit/src/tsHelpers.ts	24	* return True if T is `unknown`, otherwise return False	COMMENT

Over-Commented Block11 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	pnpm-workspace.yaml	1	# pnpm workspace definition and settings.	COMMENT
LOW	pnpm-workspace.yaml	21		COMMENT
LOW	pnpm-workspace.yaml	41	# @testing-library/react-render-stream's unmet `jest` peer) - 54 packages the	COMMENT
LOW	examples/query/react/kitchen-sink/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/publish-ci/next/pnpm-workspace.yaml	1	# This example is deliberately its own pnpm workspace root, not a member of the	COMMENT
LOW	examples/publish-ci/react-native/pnpm-workspace.yaml	1	# This example is deliberately its own pnpm workspace root, not a member of the	COMMENT
LOW	examples/publish-ci/expo/pnpm-workspace.yaml	1	# This example is deliberately its own pnpm workspace root, not a member of the	COMMENT
LOW	examples/publish-ci/vite/pnpm-workspace.yaml	1	# This example is deliberately its own pnpm workspace root, not a member of the	COMMENT
LOW	examples/publish-ci/node/pnpm-workspace.yaml	1	# This example is deliberately its own pnpm workspace root, not a member of the	COMMENT
LOW	packages/rtk-query-codegen-openapi/test/vitest.setup.ts	21	// print: (val) => {	COMMENT
LOW	.github/workflows/tests.yml	521	run: pnpm install	COMMENT

Overly Generic Function Names10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	…es/query/react/prefetching/public/mockServiceWorker.js	110	async function handleRequest(event, requestId) {	CODE
LOW	…ples/query/react/mutations/public/mockServiceWorker.js	110	async function handleRequest(event, requestId) {	CODE
LOW	…uery/react/graphql-codegen/public/mockServiceWorker.js	110	async function handleRequest(event, requestId) {	CODE
LOW	…s/query/react/kitchen-sink/public/mockServiceWorker.js	111	async function handleRequest(event, requestId) {	CODE
LOW	…amples/query/react/graphql/public/mockServiceWorker.js	111	async function handleRequest(event, requestId) {	CODE
LOW	…ery/react/infinite-queries/public/mockServiceWorker.js	123	async function handleRequest(event, requestId) {	CODE
LOW	…query/react/authentication/public/mockServiceWorker.js	110	async function handleRequest(event, requestId) {	CODE
LOW	…ry/react/optimistic-update/public/mockServiceWorker.js	110	async function handleRequest(event, requestId) {	CODE
LOW	examples/publish-ci/next/public/mockServiceWorker.js	140	async function handleRequest(event, requestId) {	CODE
LOW	examples/publish-ci/vite/public/mockServiceWorker.js	140	async function handleRequest(event, requestId) {	CODE

reduxjs/redux-toolkit

Open-Source Code Quality, Security and Technical Debt Review