1.2

Adjusted Signal

1.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

23.4K

Stars

TypeScript

Language

225.6K

Lines of Code

1.2K

Files

232

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 5.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 231 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 1 finding(s).

Agent Over-Engineering Ratio 3.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 143 finding(s).

PR Review Velocity Impact 5.5/100 · LOW

Which changes need focused human review? 232 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 224

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 232 distinct pattern matches across 9 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 Identifiers143 hits · 144 pts

Severity	File	Line	Snippet	Context
LOW	test/react-ssr.test.ts	231	function UseReplicationStatusComponent() {	CODE
LOW	test/replication-firestore.test.ts	111	function makeFirestoreHumanDocument(human: HumanDocumentType) {	CODE
LOW	test/unit/rx-collection.test.ts	396	async function ensurePrimaryKeyInsertThrows(id: string) {	CODE
LOW	test/unit/replication-protocol.test.ts	64	function ensureReplicationHasNoErrors(replicationState: RxStorageInstanceReplicationState<any>) {	CODE
LOW	test/unit/attachments.test.ts	62	async function createEncryptedAttachmentsCollection(	CODE
LOW	test/unit/attachments-compression.test.ts	47	async function createCompressedAttachmentsCollection(	CODE
LOW	test/unit/encryption.test.ts	44	async function createEncryptedCollection(	CODE
LOW	test/unit/query-planner.test.ts	32	function getHumanSchemaWithIndexes(	CODE
LOW	test/unit/migration-schema.test.ts	2819	function wrapStorageWithLoopDetection(	CODE
LOW	test/unit/rx-storage-sqlite.test.ts	40	function getConcurrencyTrackingBasics(	CODE
LOW	test/unit/rx-storage-implementations.test.ts	3712	async function getMultiInstanceRxStorageInstance(): Promise<{	CODE
LOW	test/unit/rx-storage-implementations.test.ts	3753	async function closeMultiInstanceRxStorageInstance(instances: MultiInstanceInstances) {	CODE
LOW	test/unit/internal-indexes.test.ts	19	async function createCollectionWithInternalIndexes(internalIndexes: string[][], docsAmount: number = 0) {	CODE
LOW	test/helper/ajv-standalone.ts	23	export async function compileAjvStandaloneValidators(	CODE
LOW	test/helper/graphql-server.ts	39	function sortByUpdatedAtAndPrimary(	CODE
LOW	examples/angular/src/app/typings-test.ts	18	function checkDocumentDoubleDollar(doc: RxHeroDocument): Signal<RxHeroDocument> {	CODE
LOW	examples/angular/src/app/typings-test.ts	22	function checkDocumentDeletedDoubleDollar(doc: RxHeroDocument): Signal<boolean> {	CODE
LOW	examples/graphql/server/index.js	38	function sortByUpdatedAtAndPrimary(a, b) {	CODE
LOW	docs-src/docs/adapters.md	276	export function awaitCapacitorDeviceReady(): Promise<void> {	CODE
LOW	docs-src/docs/articles/javascript-vector-database.md	222	export async function getVectorFromTextWithWorker(text: string): Promise<number[]> {	CODE
LOW	docs-src/docs/articles/javascript-vector-database.md	408	async function vectorSearchIndexSimilarity(searchEmbedding: number[]) {	CODE
LOW	docs-src/src/components/trigger-event.tsx	71	function getOrMintClientId(): string {	CODE
LOW	docs-src/src/theme/Root.tsx	393	function triggerClickEventWhenFromCode() {	CODE
LOW	docs-src/src/theme/Root.tsx	408	function triggerClickEventWhenFromDiscord() {	CODE
LOW	docs-src/src/theme/SearchBar/index.tsx	70	function importDocSearchModalIfNeeded() {	CODE
LOW	docs-src/src/theme/SearchBar/index.tsx	167	function useResultsFooterComponent({	CODE
LOW	…cs-src/src/theme/Navbar/MobileSidebar/Layout/index.tsx	44	export default function NavbarMobileSidebarLayout({	CODE
LOW	…src/theme/Navbar/MobileSidebar/SecondaryMenu/index.tsx	20	export default function NavbarMobileSidebarSecondaryMenu(): ReactNode {	CODE
LOW	…cs-src/src/theme/Navbar/MobileSidebar/Header/index.tsx	25	export default function NavbarMobileSidebarHeader(): ReactNode {	CODE
LOW	…s-src/src/theme/ThemeProvider/TitleFormatter/index.tsx	45	export default function ThemeProviderTitleFormatter({	CODE
LOW	docs-src/src/theme/DocSidebarItem/Category/index.tsx	32	function useAutoExpandActiveCategory({	CODE
LOW	docs-src/src/theme/DocSidebarItem/Category/index.tsx	57	function useCategoryHrefWithSSRFallback(item) {	CODE
LOW	docs-src/src/theme/DocSidebarItem/Category/index.tsx	126	function DocSidebarItemCategoryEmpty({item, ...props}: any) {	CODE
LOW	docs-src/src/theme/DocSidebarItem/Category/index.tsx	139	function DocSidebarItemCategoryCollapsible({	CODE
LOW	docs-src/src/pages/index.tsx	39	function startLandingpageAnimation() {	CODE
LOW	src/event-reduce.ts	46	export function defaultResultWindowBuffer(query: FilledMangoQuery<any>): { skip: number; limit: number; } {	CODE
LOW	src/plugin-helpers.ts	55	export function wrappedValidateStorageFactory(	CODE
LOW	src/rx-error.ts	170	export function rxStorageWriteErrorToRxError(err: RxStorageWriteError<any>): RxError {	CODE
LOW	src/rx-query.ts	637	function getLiveQueryUpdateThrottleTime(collection: RxCollection<any>): number {	CODE
LOW	src/rx-document.ts	444	export function createRxDocumentConstructor(proto = basePrototype) {	CODE
LOW	src/rx-document.ts	540	function getNestedDocumentProperty(doc: RxDocument, objPath: string, valueObj: any): any \| null {	CODE
LOW	src/rx-document.ts	550	function createDocumentPropertyValue(doc: RxDocument, objPath: string, valueObj: any): any {	CODE
LOW	src/rx-query-helper.ts	294	function shouldNormalizeElemMatchSelector(elemMatch: any): boolean {	CODE
LOW	src/rx-query-helper.ts	314	function normalizeQuerySelectorShorthands(selector: any): void {	CODE
LOW	src/rx-database-internal-store.ts	102	export function getPrimaryKeyOfInternalDocument(	CODE
LOW	src/rx-database-internal-store.ts	119	export async function getAllCollectionDocuments(	CODE
LOW	src/rx-database-internal-store.ts	247	export function isDatabaseStateVersionCompatibleWithDatabaseCode(	CODE
LOW	src/rx-database-internal-store.ts	276	export async function addConnectedStorageToCollection(	CODE
LOW	src/rx-database-internal-store.ts	337	export async function removeConnectedStorageFromCollection(	CODE
LOW	src/rx-storage-multiinstance.ts	59	export function getBroadcastChannelReference(	CODE
LOW	src/rx-storage-multiinstance.ts	82	export function removeBroadcastChannelReference(	CODE
LOW	src/query-planner.ts	244	export function isSelectorSatisfiedByIndex(	CODE
LOW	src/custom-index.ts	214	export function getStringLengthOfIndexNumber(	CODE
LOW	src/custom-index.ts	263	export function getPrimaryKeyFromIndexableString(	CODE
LOW	src/custom-index.ts	318	export function getStartIndexStringFromLowerBound(	CODE
LOW	src/custom-index.ts	393	export function getStartIndexStringFromUpperBound(	CODE
LOW	src/custom-index.ts	464	export function changeIndexableStringByOneQuantum(str: string, direction: 1 \| -1): string {	CODE
LOW	src/rx-storage-helper.ts	81	export function registerMutableWriteContext(context: string): void {	CODE
LOW	src/rx-storage-helper.ts	526	export function attachmentWriteDataToNormalData(writeData: RxAttachmentData \| RxAttachmentWriteData): RxAttachmentData {	CODE
LOW	src/rx-storage-helper.ts	861	export function ensureRxStorageInstanceParamsAreCorrect(	CODE
83 more matches not shown…

Over-Commented Block63 hits · 63 pts

Severity	File	Line	Snippet	Context
LOW	test/unit/rx-pipeline.test.ts	101	*/	COMMENT
LOW	test/unit/rx-pipeline.test.ts	121	// identifier: randomToken(10)	COMMENT
LOW	examples/react-native/initializeDb.js	81	const doc = await db[HeroesCollectionName].upsert({ name: 'Alice', color: 'green' });	COMMENT
LOW	examples/flutter/pubspec.yaml	1	name: my_app	COMMENT
LOW	examples/flutter/pubspec.yaml	61	# The following section is specific to Flutter packages.	COMMENT
LOW	examples/flutter/pubspec.yaml	81	# list giving the asset and other descriptors for the font. For	COMMENT
LOW	examples/flutter/analysis_options.yaml	1	# This file configures the analyzer, which statically analyzes Dart code to	COMMENT
LOW	examples/flutter/analysis_options.yaml	21	# section below, it can also be suppressed for a single line of code	COMMENT
LOW	…es/flutter/linux/flutter/generated_plugin_registrant.h	1	//	COMMENT
LOW	examples/flutter/windows/runner/utils.h	1	#ifndef RUNNER_UTILS_H_	COMMENT
LOW	examples/flutter/windows/runner/resource.h	1	//{{NO_DEPENDENCIES}}	COMMENT
LOW	…/flutter/windows/flutter/generated_plugin_registrant.h	1	//	COMMENT
LOW	examples/electron/main.js	61	storage,	COMMENT
LOW	.github/workflows/release.yml	161	# @link https://github.com/marketplace/actions/actions-for-discord	COMMENT
LOW	.github/workflows/cloudflare-pages.yml	21	# accountId: ${{ secrets.CLOUDFLARE_ACCOUNT_ID }}	COMMENT
LOW	.github/workflows/main.yml	901	BROWSER_PATH: ${{ steps.chrome.outputs.chrome-path }}	COMMENT
LOW	.github/workflows/main.yml	921	# uses: actions/cache@v4	COMMENT
LOW	.github/workflows/main.yml	941	# npm install --legacy-peer-deps	COMMENT
LOW	.github/workflows/main.yml	981	# uses: actions/setup-node@v4	COMMENT
LOW	.github/workflows/main.yml	1001	# # We start the download while building RxDB to make the CI faster	COMMENT
LOW	.github/workflows/main.yml	1021	# working-directory: config/appwrite	COMMENT
LOW	docs-src/docs/replication-graphql.md	341	queryBuilder: pullQueryBuilder,	COMMENT
LOW	docs-src/src/components/a-b-tests.tsx	1	import { randomOfArray } from '../../../plugins/utils';	COMMENT
LOW	docs-src/src/components/a-b-tests.tsx	81	export function ABTestContent(	COMMENT
LOW	docs-src/src/components/salaries.ts	21	/**	COMMENT
LOW	docs-src/src/components/salaries.ts	41	{ 'name': 'Bahamas', 'code': 'BS', salary: 62024 },	COMMENT
LOW	docs-src/src/components/salaries.ts	61	{ 'name': 'Cambodia', 'code': 'KH', salary: 18000 },	COMMENT
LOW	docs-src/src/components/salaries.ts	81	{ 'name': 'Czech Republic', 'code': 'CZ', salary: 33760 },	COMMENT
LOW	docs-src/src/components/salaries.ts	101	// { 'name': 'Gabon', 'code': 'GA', salary: false },	COMMENT
LOW	docs-src/src/components/salaries.ts	141	// { 'name': 'Jordan', 'code': 'JO', salary: false },	COMMENT
LOW	docs-src/src/components/salaries.ts	161	// { 'name': 'Maldives', 'code': 'MV', salary: false },	COMMENT
LOW	docs-src/src/components/salaries.ts	181	{ 'name': 'Netherlands', 'code': 'NL', salary: 62661 },	COMMENT
LOW	docs-src/src/components/salaries.ts	201	// { 'name': 'Pitcairn Islands', 'code': 'PN', salary: false },	COMMENT
LOW	docs-src/src/components/salaries.ts	221	// { 'name': 'Seychelles', 'code': 'SC', salary: false },	COMMENT
LOW	docs-src/src/components/salaries.ts	241	// { 'name': 'Tanzania, United Republic of', 'code': 'TZ', salary: false },	COMMENT
LOW	docs-src/src/components/salaries.ts	261	// { 'name': 'Vanuatu', 'code': 'VU', salary: false },	COMMENT
LOW	docs-src/src/theme/Root.tsx	601	// DISABLED because it kill the google metric "Page prevented back/forward cache restoration"	COMMENT
LOW	docs-src/src/theme/Root.tsx	621	// console.log(' window.location.hostname: ' + window.location.hostname);	COMMENT
LOW	docs-src/src/theme/Root.tsx	641		COMMENT
LOW	docs-src/src/theme/Root.tsx	661	// }, reloadWait);	COMMENT
LOW	docs-src/src/theme/PaginatorNavLink/index.tsx	21	}}>{isNext ? 'Next' : 'Previous'}</span><br />{isNext ? '' : '« '}{title}{isNext ? ' »' : ''}</Button>;	COMMENT
LOW	docs-src/src/pages/sem/gawmdb1.tsx	41	// <>No hand-written sync code</>,	COMMENT
LOW	docs-src/src/pages/sem/gaidxdb1.tsx	41	// <>JSON schemas and migrations</>,	COMMENT
LOW	docs-src/src/pages/sem/indexeddb-database-2.tsx	21	// <Trophy	COMMENT
LOW	docs-src/src/pages/sem/indexeddb-database-2.tsx	41	// <th>IndexedDB</th>	COMMENT
LOW	docs-src/src/pages/sem/indexeddb-database-2.tsx	61	// <tr>	COMMENT
LOW	docs-src/src/pages/sem/indexeddb-database-2.tsx	81	// <tr>	COMMENT
LOW	docs-src/src/pages/sem/indexeddb-database-2.tsx	101	// </tbody>	COMMENT
LOW	src/plugins/flutter/dart/analysis_options.yaml	1	# This file configures the static analysis results for your project (errors,	COMMENT
LOW	src/plugins/flutter/dart/analysis_options.yaml	21		COMMENT
LOW	…plugins/storage-mongodb/rx-storage-instance-mongodb.ts	141	// const eventBulk: EventBulk<RxStorageChangeEvent<RxDocumentData<RxDocType>>, RxStorageDefaultCheck	COMMENT
LOW	src/plugins/storage-dexie/dexie-query.ts	201	// apply skip and limit boundaries.	COMMENT
LOW	…ns/replication-webrtc/connection-handler-webtorrent.ts	1	// /**	COMMENT
LOW	…ns/replication-webrtc/connection-handler-webtorrent.ts	21	// export const P2PT_DEFAULT_TRACKERS = [	COMMENT
LOW	…ns/replication-webrtc/connection-handler-webtorrent.ts	41	// infoHash: sha1.sync(options.topic).toLowerCase(),	COMMENT
LOW	…ns/replication-webrtc/connection-handler-webtorrent.ts	61	// // a tracker was unavailable or sent bad data to the client. you can probably ignore it	COMMENT
LOW	…ns/replication-webrtc/connection-handler-webtorrent.ts	81	// peer.on('data', (data: Buffer) => {	COMMENT
LOW	…ns/replication-webrtc/connection-handler-webtorrent.ts	101	// client.update();	COMMENT
LOW	…ns/replication-webrtc/connection-handler-webtorrent.ts	121	// disconnect$.complete();	COMMENT
LOW	…plugins/replication-webrtc/connection-handler-p2pcf.ts	1	// import { Subject } from 'rxjs';	COMMENT
3 more matches not shown…

Structural Annotation Overuse10 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW	test/unit/rx-collection.test.ts	568	// Step 1: Insert all N documents	COMMENT
LOW	test/unit/rx-collection.test.ts	582	// Step 2: Delete all N documents	COMMENT
LOW	test/unit/rx-collection.test.ts	596	// Step 3: Re-insert the same N documents (reviving soft-deleted entries)	COMMENT
LOW	test/unit/rx-collection.test.ts	609	// Step 4: Verify all documents are present (this is where the bug manifests)	COMMENT
LOW⚡	test/unit/rx-document.test.ts	1568	// Step 1: Create the observable reference (captures startWith value eagerly)	COMMENT
LOW⚡	test/unit/rx-document.test.ts	1571	// Step 2: Update the document AFTER creating the observable but BEFORE subscribing	COMMENT
LOW⚡	test/unit/rx-document.test.ts	1574	// Step 3: Subscribe to the previously created observable	COMMENT
LOW	docs-src/docs/fulltext-search.md	58	### Step 1: Add the `RxDBFlexSearchPlugin` to RxDB.	COMMENT
LOW	docs-src/docs/fulltext-search.md	66	### Step 2: Create a `RxFulltextSearch` instance on top of a collection with the `addFulltextSearch()` function.	COMMENT
LOW	docs-src/docs/fulltext-search.md	105	### Step 3: Run a search operation:	COMMENT

Verbosity Indicators7 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	test/unit/rx-collection.test.ts	568	// Step 1: Insert all N documents	COMMENT
LOW	test/unit/rx-collection.test.ts	582	// Step 2: Delete all N documents	COMMENT
LOW	test/unit/rx-collection.test.ts	596	// Step 3: Re-insert the same N documents (reviving soft-deleted entries)	COMMENT
LOW	test/unit/rx-collection.test.ts	609	// Step 4: Verify all documents are present (this is where the bug manifests)	COMMENT
LOW⚡	test/unit/rx-document.test.ts	1568	// Step 1: Create the observable reference (captures startWith value eagerly)	COMMENT
LOW⚡	test/unit/rx-document.test.ts	1571	// Step 2: Update the document AFTER creating the observable but BEFORE subscribing	COMMENT
LOW⚡	test/unit/rx-document.test.ts	1574	// Step 3: Subscribe to the previously created observable	COMMENT

AI Response Leakage2 hits · 12 pts

Severity	File	Line	Snippet	Context
HIGH	test/replication-couchdb.test.ts	412	// But in production it is pretty random, I've added 3 edits just in case	COMMENT
HIGH	docs-src/docs/rx-server.md	313	When you have fields that should only be modified by the server, but not by the client, you can ensure that by comparing	CODE

Slop Phrases3 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/flutter/pubspec.yaml	64	# included with your application, so that you can use the icons in	COMMENT
MEDIUM	src/plugins/flutter/dart/analysis_options.yaml	9	# If you want a smaller set of lints you can change this to specify	COMMENT
MEDIUM	…s/replication-webrtc/connection-handler-simple-peer.ts	196	'This server is made for demonstration purposes and tryouts. It is not reliable and might be offline at	CODE

Self-Referential Comments2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	examples/flutter/pubspec.yaml	61	# The following section is specific to Flutter packages.	COMMENT
MEDIUM	scripts/start-foundationdb-docker.sh	24	# Create the cluster file directory on the host	COMMENT

Magic Placeholder Names1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	…cles/alternatives/aws-amplify-datastore-alternative.md	237	'x-api-key': 'your-api-key'	CODE

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	config/appwrite/restore.bash	35	# Verify if tables exist to confirm import success	COMMENT

pubkey/rxdb

Open-Source Code Quality, Security and Technical Debt Review