2.2

Adjusted Signal

2.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

14.0K

Stars

TypeScript

Language

52.2K

Lines of Code

209

Files

100

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 10.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 98 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

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

Agent Over-Engineering Ratio 4.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 49 finding(s).

PR Review Velocity Impact 10.5/100 · LOW

Which changes need focused human review? 100 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 3LOW 95

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 100 distinct pattern matches across 5 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 Identifiers49 hits · 52 pts

Severity	File	Line	Snippet	Context
LOW	packages/integration-testsuite/src/httpSpecTests.ts	8	export function defineIntegrationTestSuiteHttpSpecTests(	CODE
LOW	packages/integration-testsuite/src/apolloServerTests.ts	164	export function defineIntegrationTestSuiteApolloServerTests(	CODE
LOW	packages/integration-testsuite/src/apolloServerTests.ts	2379	async function makeFakeUsageReportingServer({	CODE
LOW	packages/integration-testsuite/src/apolloServerTests.ts	2584	function createApolloFetchAsIfFromGateway(uri: string): ApolloFetch {	CODE
LOW	packages/integration-testsuite/src/httpServerTests.ts	268	export function defineIntegrationTestSuiteHttpServerTests(	CODE
LOW	packages/integration-testsuite/src/index.ts	27	export function defineIntegrationTestSuite(	CODE
LOW	packages/server/src/runHttpQuery.ts	37	function searchParamIfSpecifiedOnce(	CODE
LOW	packages/server/src/runHttpQuery.ts	54	function jsonParsedSearchParamIfSpecifiedOnce(	CODE
LOW	packages/server/src/runHttpQuery.ts	99	function ensureQueryIsStringOrMissing(query: unknown) {	CODE
LOW	packages/server/src/runHttpQuery.ts	369	function orderExecutionResultFields(	CODE
LOW	packages/server/src/requestPipeline.ts	88	function isBadUserInputGraphQLError(error: GraphQLError): boolean {	CODE
LOW	packages/server/src/ApolloServer.ts	1429	export function chooseContentTypeForSingleResultResponse(	CODE
LOW	…ckages/server/src/plugin/subscriptionCallback/index.ts	20	export function ApolloServerPluginSubscriptionCallback(	CODE
LOW	packages/server/src/plugin/cacheControl/index.ts	55	export function ApolloServerPluginCacheControl(	CODE
LOW	packages/server/src/plugin/cacheControl/index.ts	102	function memoizedCacheAnnotationFromType(	CODE
LOW	packages/server/src/plugin/cacheControl/index.ts	114	function memoizedCacheAnnotationFromField(	CODE
LOW	packages/server/src/plugin/cacheControl/index.ts	350	function parseExistingCacheControlHeader(	CODE
LOW	packages/server/src/plugin/cacheControl/index.ts	372	function cacheAnnotationFromDirectives(	CODE
LOW	packages/server/src/plugin/inlineTrace/index.ts	47	export function ApolloServerPluginInlineTrace(	CODE
LOW	…src/plugin/usageReporting/operationDerivedDataCache.ts	10	export function createOperationDerivedDataCache({	CODE
LOW	…src/plugin/usageReporting/operationDerivedDataCache.ts	56	export function operationDerivedDataCacheKey(	CODE
LOW	packages/server/src/plugin/usageReporting/plugin.ts	221	function executableSchemaIdForSchema(schema: GraphQLSchema) {	CODE
LOW	packages/server/src/plugin/usageReporting/plugin.ts	237	async function sendAllReportsAndReportErrors(): Promise<void> {	CODE
LOW	packages/server/src/plugin/usageReporting/plugin.ts	245	async function sendReportAndReportErrors(	CODE
LOW	packages/server/src/plugin/usageReporting/plugin.ts	423	async function maybeCallIncludeRequestHook(	CODE
LOW	…kages/server/src/plugin/usageReporting/traceDetails.ts	75	function handleVariableValueTransformError(	CODE
LOW	…/plugin/usageReporting/defaultSendOperationsAsTrace.ts	6	export function defaultSendOperationsAsTrace() {	CODE
LOW⚡	packages/server/src/plugin/disabled/index.ts	23	export function ApolloServerPluginCacheControlDisabled(): ApolloServerPlugin<BaseContext> {	CODE
LOW⚡	packages/server/src/plugin/disabled/index.ts	27	export function ApolloServerPluginInlineTraceDisabled(): ApolloServerPlugin<BaseContext> {	CODE
LOW⚡	packages/server/src/plugin/disabled/index.ts	31	export function ApolloServerPluginLandingPageDisabled(): ApolloServerPlugin<BaseContext> {	CODE
LOW⚡	packages/server/src/plugin/disabled/index.ts	35	export function ApolloServerPluginSchemaReportingDisabled(): ApolloServerPlugin<BaseContext> {	CODE
LOW⚡	packages/server/src/plugin/disabled/index.ts	39	export function ApolloServerPluginUsageReportingDisabled(): ApolloServerPlugin<BaseContext> {	CODE
LOW	packages/server/src/plugin/schemaReporting/index.ts	60	export function ApolloServerPluginSchemaReporting(	CODE
LOW	packages/server/src/plugin/drainHttpServer/index.ts	27	export function ApolloServerPluginDrainHttpServer(	CODE
LOW	packages/server/src/plugin/landingPage/default/index.ts	23	export function ApolloServerPluginLandingPageLocalDefault(	CODE
LOW	packages/server/src/plugin/landingPage/default/index.ts	38	export function ApolloServerPluginLandingPageProductionDefault(	CODE
LOW	packages/server/src/plugin/disableSuggestions/index.ts	4	export function ApolloServerPluginDisableSuggestions(): ApolloServerPlugin {	CODE
LOW	packages/server/src/utils/schemaInstrumentation.ts	46	export function pluginsEnabledForSchemaResolvers(	CODE
LOW	packages/server/src/__tests__/runQuery.test.ts	1037	function createLifecyclePluginMocks() {	CODE
LOW	packages/server/src/__tests__/runQuery.test.ts	1141	function cacheRepresentationOfQuery(query: string): string {	CODE
LOW	…rc/__tests__/plugin/subscriptionCallback/index.test.ts	2151	function mockRouterCheckResponseWithError(opts?: {	CODE
LOW	…rc/__tests__/plugin/subscriptionCallback/index.test.ts	2213	function mockRouterCompleteResponse(requestOpts?: {	CODE
LOW	…ests__/plugin/cacheControl/collectCacheControlHints.ts	10	export async function collectCacheControlHintsAndPolicyIfCacheable(	CODE
LOW	…c/__tests__/plugin/cacheControl/cacheControlSupport.ts	8	export function augmentTypeDefsWithCacheControlSupport(typeDefs: string) {	CODE
LOW	…c/__tests__/plugin/cacheControl/cacheControlSupport.ts	25	export function buildSchemaWithCacheControlSupport(source: string) {	CODE
LOW	…c/__tests__/plugin/cacheControl/cacheControlSupport.ts	29	export function makeExecutableSchemaWithCacheControlSupport(	CODE
LOW	…ver/src/__tests__/plugin/usageReporting/plugin.test.ts	311	function containsFieldExecutionData(	CODE
LOW	…server/src/validationRules/RecursiveSelectionsLimit.ts	157	export function createMaxRecursiveSelectionsRule(	CODE
LOW	packages/cache-control-types/src/index.ts	79	export function maybeCacheControlFromInfo(	CODE

Over-Commented Block44 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW	.gitleaks.toml	1	# This file exists primarily to influence scheduled scans that Apollo runs of all repos in Apollo-managed orgs.	COMMENT
LOW	smoke-test/smoke-test.sh	41	node generated/tsc/smoke-test.mjs	COMMENT
LOW	packages/integration-testsuite/src/httpSpecTests.ts	41	}	COMMENT
LOW	packages/integration-testsuite/src/resolvable.ts	1	// Copyright 2019 Joseph Gentle	COMMENT
LOW	packages/server/src/internalPlugin.ts	1	import type { BaseContext, ApolloServerPlugin } from './externalTypes/index.js';	COMMENT
LOW	packages/server/src/preventCsrf.ts	1	import MIMEType from 'whatwg-mimetype';	COMMENT
LOW	packages/server/src/preventCsrf.ts	21	const NON_PREFLIGHTED_CONTENT_TYPES = [	COMMENT
LOW	packages/server/src/preventCsrf.ts	41	// content types. For those operations, we require (if this feature is enabled)	COMMENT
LOW	packages/server/src/preventCsrf.ts	61	// actually ok because that would lead to a preflight. (For example, the	COMMENT
LOW	packages/server/src/requestPipeline.ts	281	return await sendErrorResponse(	COMMENT
LOW	packages/server/src/requestPipeline.ts	481	// The first thing that execution does is coerce the request's variables	COMMENT
LOW	packages/server/src/ApolloServer.ts	181	legacyExperimentalExecuteIncrementally?: LegacyExperimentalExecuteIncrementally;	COMMENT
LOW	packages/server/src/ApolloServer.ts	381	'The `status400ForVariableCoercionErrors: false` configuration option is deprecated and will be removed in Apo	COMMENT
LOW	packages/server/src/ApolloServer.ts	401	// Apollo Server 3+ the functions like `expressMiddleware` use `assertStarted`	COMMENT
LOW	packages/server/src/ApolloServer.ts	621	process.on(signal, signalHandler);	COMMENT
LOW	packages/server/src/ApolloServer.ts	681	}.'`,	COMMENT
LOW	packages/server/src/ApolloServer.ts	761	// missing/undefined means use the default (creating a new one each	COMMENT
LOW	packages/server/src/ApolloServer.ts	1001	// this if an API key was configured and log a warning.)	COMMENT
LOW	packages/server/src/ApolloServer.ts	1341	logger: server.logger,	COMMENT
LOW	packages/server/src/externalTypes/plugins.ts	81	// Called on startup fail. This can occur if the schema fails to load or if a	COMMENT
LOW	packages/server/src/plugin/traceTreeBuilder.ts	81	}	COMMENT
LOW	packages/server/src/plugin/traceTreeBuilder.ts	101	//	COMMENT
LOW	packages/server/src/plugin/traceTreeBuilder.ts	281	return err;	COMMENT
LOW	packages/server/src/plugin/schemaIsSubgraph.ts	1	import {	COMMENT
LOW	packages/server/src/plugin/cacheControl/index.ts	221	// (uncached) or the default if specified in the constructor.	COMMENT
LOW	packages/server/src/plugin/cacheControl/index.ts	301	policyIfCacheable &&	COMMENT
LOW	…src/plugin/usageReporting/operationDerivedDataCache.ts	21	},	COMMENT
LOW	packages/server/src/plugin/usageReporting/plugin.ts	141		COMMENT
LOW	packages/server/src/plugin/usageReporting/plugin.ts	501	requestContext.operation === undefined;	COMMENT
LOW	packages/server/src/plugin/usageReporting/stats.ts	21	// interface is what is accepted as input. We build up our messages using custom	COMMENT
LOW	packages/server/src/plugin/usageReporting/stats.ts	301		COMMENT
LOW	…/plugin/usageReporting/defaultSendOperationsAsTrace.ts	1	import { LRUCache } from 'lru-cache';	COMMENT
LOW	packages/server/src/plugin/drainHttpServer/stoppable.ts	1	// This file is adapted from the stoppable npm package:	COMMENT
LOW	…s/server/src/utils/makeGatewayGraphQLRequestContext.ts	21	// exist any more.	COMMENT
LOW	…s/server/src/utils/makeGatewayGraphQLRequestContext.ts	41	//	COMMENT
LOW	…s/server/src/utils/makeGatewayGraphQLRequestContext.ts	61	// Similarly, it's not clear what the intended use case of mutating `debug` in	COMMENT
LOW	packages/server/src/utils/resolvable.ts	1	// Copyright 2019 Joseph Gentle	COMMENT
LOW	…src/__tests__/plugin/drainHttpServer/stoppable.test.ts	1	// This file is adapted from the stoppable npm package:	COMMENT
LOW	packages/cache-control-types/src/index.ts	61	extends Omit<GraphQLResolveInfo, 'cacheControl'> {	COMMENT
LOW	…-response-cache/src/ApolloServerPluginResponseCache.ts	21	// JSON object with keys representing the query document, operation name,	COMMENT
LOW	…-response-cache/src/ApolloServerPluginResponseCache.ts	41	// - Else it will be cached under a cache key tagged with the mode	COMMENT
LOW	…-response-cache/src/ApolloServerPluginResponseCache.ts	61	// Note: this hook has been updated in Apollo Server v4 to only return a	COMMENT
LOW	…-response-cache/src/ApolloServerPluginResponseCache.ts	81		COMMENT
LOW	…-response-cache/src/ApolloServerPluginResponseCache.ts	301	if (errors \|\| !data \|\| !policyIfCacheable) {	COMMENT

Synthetic Comment Markers2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	CHANGELOG_historical.md	1202	- Add support for GraphiQL editor themes in [#484](https://github.com/apollographql/apollo-server/pull/484) as requested	CODE
HIGH	CHANGELOG_historical.md	1202	- Add support for GraphiQL editor themes in [#484](https://github.com/apollographql/apollo-server/pull/484) as requested	CODE

AI Slop Vocabulary3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	.gitleaks.toml	12	# or wasn't as robust as we needed. For example, one of the allowlisting options offered by Gitleaks depends on the line	COMMENT
MEDIUM	.gitleaks.toml	14	# This creates a fairly fragile allowlisting mechanism. This file allows us to leverage the full capabilities of the Git	COMMENT
MEDIUM	packages/server/src/requestPipeline.ts	216	// utilize the operation's hash to lookup the AST from the previously	COMMENT

Fake / Example Data2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	docs/source/schema/schema.md	557	"name": "Jane Doe",	CODE
LOW	docs/source/schema/schema.md	606	"name": "Jane Doe",	CODE

apollographql/apollo-server

Open-Source Code Quality, Security and Technical Debt Review