AI Slop Code Risk Monitor

ReactiveX/rxjs

SlopCodeMonitor badge for ReactiveX/rxjs Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

A reactive programming library for JavaScript

0.3 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for ReactiveX/rxjs, a TypeScript project with 31,713 GitHub stars. SynthScan examined 256,537 lines of code across 1222 source files, recording 84 pattern matches distributed across 2 syntactic categories. The legacy adjusted pattern signal is 0.3 (Low pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

0.3
Adjusted Signal
0.3
Raw Pattern Score
100%
Time Factor
2026-08-08
Last Push
31.7K
Stars
TypeScript
Language
256.5K
Lines of Code
1.2K
Files
84
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 1.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 84 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 1.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 70 finding(s).

PR Review Velocity Impact 1.6/100 · LOW

Which changes need focused human review? 84 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 0MEDIUM 0LOW 84

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 84 distinct pattern matches across 2 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 Identifiers70 hits · 70 pts
SeverityFileLineSnippetContext
LOWpackages/test/src/marble-parser.ts350function durationPartsToMilliseconds(value: number, unit: string): number {CODE
LOW…le-polyfill/test/wpt/upstream/resources/testharness.js338 function DedicatedWorkerTestEnvironment() {CODE
LOW…le-polyfill/test/wpt/upstream/resources/testharness.js361 function SharedWorkerTestEnvironment() {CODE
LOW…le-polyfill/test/wpt/upstream/resources/testharness.js387 function ServiceWorkerTestEnvironment() {CODE
LOW…le-polyfill/test/wpt/upstream/resources/testharness.js439 function ShadowRealmTestEnvironment() {CODE
LOW…le-polyfill/test/wpt/upstream/resources/testharness.js4839 function OptionalFeatureUnsupportedError(message)CODE
LOW…ill/test/wpt/upstream/resources/webidl2/lib/webidl2.js1(function webpackUniversalModuleDefinition(root, factory) {CODE
LOW…ill/test/wpt/upstream/resources/webidl2/lib/webidl2.js1427function idlTypeIncludesDictionary(CODE
LOW…ill/test/wpt/upstream/resources/webidl2/lib/webidl2.js1480function dictionaryIncludesRequiredField(dict, defs) {CODE
LOW…ill/test/wpt/upstream/resources/webidl2/lib/webidl2.js1511function idlTypeIncludesEnforceRange(idlType, defs) {CODE
LOW…ill/test/wpt/upstream/resources/webidl2/lib/webidl2.js1761function renameLegacyExtendedAttribute(extAttr) {CODE
LOW…ill/test/wpt/upstream/resources/webidl2/lib/webidl2.js2051function autofixDictionaryArgumentOptionality(arg) {CODE
LOW…ill/test/wpt/upstream/resources/webidl2/lib/webidl2.js2067function autofixOptionalDictionaryDefaultValue(arg) {CODE
LOW…ill/test/wpt/upstream/resources/webidl2/lib/webidl2.js3281function autofixAsyncIterableSyntax(iterableLike) {CODE
LOW…ream/dom/observable/tentative/observable-map.window.js1async function loadIframeAndReturnContentWindow() {CODE
LOW…om/observable/tentative/observable-takeUntil.window.js1async function loadIframeAndReturnContentWindow() {CODE
LOW…/dom/observable/tentative/observable-forEach.window.js1async function loadIframeAndReturnContentWindow() {CODE
LOW…/observable/tentative/observable-constructor.window.js1async function loadIframeAndReturnContentWindow() {CODE
LOWpackages/observable-polyfill/src/index.ts64function abortWithObservableAlgorithms(this: AbortController, reason?: unknown): void {CODE
LOWpackages/observable-polyfill/src/index.ts1296export function getObservablePolyfillInfo(CODE
LOWpackages/observable-polyfill/src/index.ts1324function preparePropertyInstallation(target: object, key: PropertyKey, next: PropertyDescriptor, label: string): PropertCODE
LOWpackages/observable-polyfill/src/index.ts1345function installPropertiesAtomically(installations: PropertyInstallation[]): void {CODE
LOWpackages/observable-polyfill/src/index.ts1377function initializeObservablePolyfill(): void {CODE
LOWpackages/migrate/test/agent/evaluation.ts547function evaluateManifestReadiness(evaluation: AgentEvaluation): AgentEvaluationGateOutcome {CODE
LOWpackages/migrate/test/agent/evaluation.ts590function evaluateIntentionalDivergences(evaluation: AgentEvaluation): AgentEvaluationGateOutcome {CODE
LOWpackages/migrate/test/agent/evaluation.ts609function evaluateEngineAndRefusals(evaluation: AgentEvaluation): AgentEvaluationGateOutcome {CODE
LOWpackages/migrate/test/agent/evaluation.ts625function evaluateManifestConsistency(evaluation: AgentEvaluation): AgentEvaluationGateOutcome {CODE
LOWpackages/migrate/test/agent/evaluation.ts644function evaluateArtifactIntegrity(evaluation: AgentEvaluation): AgentEvaluationGateOutcome {CODE
LOWpackages/migrate/test/agent/evaluation.ts667function evaluateContractDecisions(evaluation: AgentEvaluation): AgentEvaluationGateOutcome {CODE
LOWpackages/migrate/test/agent/evaluation.ts682function evaluateObservedAuthority(evaluation: AgentEvaluation): AgentEvaluationGateOutcome {CODE
LOWpackages/migrate/test/agent/qualification-record.ts167export async function gradeQualificationRecords(CODE
LOWpackages/migrate/test/mechanical/typecheck.ts44export function formatTypecheckDiagnostics(diagnostics: readonly ts.Diagnostic[]): string {CODE
LOWpackages/migrate/src/mocha-chai-vitest.ts145function retainUnsupportedChaiImports(node: ts.ImportDeclaration): ts.ImportDeclaration | undefined {CODE
LOWpackages/migrate/src/mocha-chai-vitest.ts298function findUnsupportedChaiAssertions(sourceFile: ts.SourceFile, expectLocal: string | undefined): readonly ts.CallExprCODE
LOWpackages/migrate/src/mocha-chai-vitest.ts328function findUnsupportedChaiProperties(CODE
LOWpackages/migrate/src/mocha-chai-vitest.ts348function findUnsupportedSinonReferences(sourceFile: ts.SourceFile, sinonLocal: string | undefined): readonly ts.IdentifiCODE
LOWpackages/migrate/src/mocha-chai-vitest.ts365function isSupportedSinonReference(node: ts.Identifier): boolean {CODE
LOWpackages/migrate/src/skill-cli.ts56export async function resolveCanonicalSkillRoot(modulePath = process.argv[1]): Promise<string> {CODE
LOWpackages/migrate/src/skill-install.ts162export function synchronizeSkillInstallation(CODE
LOWpackages/migrate/src/schemas.ts234export function parseMigrationContractManifest(input: unknown): MigrationContractManifest {CODE
LOWpackages/migrate/src/schemas.ts238export function assessMigrationContractReadiness(CODE
LOWpackages/migrate/src/semantics.ts17export function migrateTestSchedulerSemantics(source: string, options: SemanticMigrationOptions = {}): MigrationResult {CODE
LOWpackages/migrate/src/semantics.ts264function collectUnsafeOperatorLocals(sourceFile: ts.SourceFile, mappings: ReadonlyMap<string, CapabilityMapping>): ReadoCODE
LOWpackages/migrate/src/semantics.ts310function isDirectPipeOperatorReference(node: ts.Identifier): boolean {CODE
LOWpackages/migrate/src/semantics.ts335function collectTestSchedulerTypeLocals(sourceFile: ts.SourceFile): ReadonlySet<string> {CODE
LOWpackages/migrate/src/semantics.ts349function collectTestSchedulerIdentifiers(sourceFile: ts.SourceFile, typeLocals: ReadonlySet<string>): ReadonlySet<stringCODE
LOWpackages/migrate/src/semantics.ts383function retainNonTestSchedulerImports(node: ts.ImportDeclaration): ts.ImportDeclaration | undefined {CODE
LOWpackages/migrate/src/semantics.ts399function retainUnconvertedOperatorImports(CODE
LOWpackages/migrate/src/semantics.ts419function removeConvertedLegacyImports(CODE
LOWpackages/migrate/src/semantics.ts440function isTestSchedulerDeclaration(node: ts.Node, schedulerIdentifiers: ReadonlySet<string>): node is ts.VariableStatemCODE
LOWpackages/migrate/src/semantics.ts454function findManualTestSchedulerSetup(CODE
LOWpackages/migrate/src/semantics.ts467function hasOnlyTestSchedulerSetup(node: ts.ExpressionStatement, typeLocals: ReadonlySet<string>): boolean {CODE
LOWpackages/migrate/src/semantics.ts486function findMixedTestSchedulerDeclaration(CODE
LOWpackages/migrate/src/semantics.ts734function collectLifecycleDiagnostics(sourceFile: ts.SourceFile, diagnostics: MigrationDiagnostic[]): void {CODE
LOWpackages/rxjs/test/ported/platform-lifecycle.spec.ts125function assertNativeObservableIdentity(): void {CODE
LOW…e/services/disambiguators/disambiguateByNonOperator.js6module.exports = function disambiguateByNonOperator() {CODE
LOW…s/angular-base-package/processors/copyContentAssets.js2module.exports = function copyContentAssetsProcessor(copyFolder) {CODE
LOW…ms/angular-base-package/processors/generateKeywords.js11module.exports = function generateKeywordsProcessor(log) {CODE
LOW…angular-base-package/post-processors/auto-link-code.js90 function shouldSkipFindingValidDoc(words, index) {CODE
LOW…se-package/services/filterAmbiguousDirectiveAliases.js8module.exports = function filterAmbiguousDirectiveAliases() {CODE
10 more matches not shown…
Over-Commented Block14 hits · 14 pts
SeverityFileLineSnippetContext
LOW…ble-polyfill/test/wpt/upstream/resources/idlharness.js1481 // a callback interface must be the Function.prototype object."COMMENT
LOW…ble-polyfill/test/wpt/upstream/resources/idlharness.js1501 // ECMA-262 section 19.2.2.3."COMMENT
LOW…ble-polyfill/test/wpt/upstream/resources/idlharness.js1801 // is correct. (This is made somewhat difficult by the existence ofCOMMENT
LOW…ble-polyfill/test/wpt/upstream/resources/idlharness.js1861 '.prototype is not "' + inherit_interface + 'Prototype"');COMMENT
LOW…stream/dom/observable/tentative/observable-from.any.js81 complete: () => results.push("complete2"),COMMENT
LOW…stream/dom/observable/tentative/observable-from.any.js1081// it has a callback [Symbol.asyncIterator] implementation. Observable.from()COMMENT
LOW…tream/dom/observable/tentative/observable-catch.any.js201 assert_array_equals(results, ['CatchHandler invoked', innerSubscriptionError]);COMMENT
LOW…tream/dom/observable/tentative/observable-catch.any.js221// signal as the `SubscribeOptions#signal`.COMMENT
LOW.github/lock.yml21# - help-wantedCOMMENT
LOWapps/rxjs.dev/tools/stackblitz/rxjs.version.js1// Exposes the current RxJS version number from the library's package.jsonCOMMENT
LOWapps/rxjs.dev/content/guide/subject.md181 subscription1.unsubscribe();COMMENT
LOWapps/rxjs.dev/scripts/deploy-to-firebase.sh21# The deployment mode is computed based on the branch we are buildingCOMMENT
LOWapps/rxjs.dev/scripts/deploy-to-firebase.sh41# git ls-remote origin refs/heads/${majorVersion}.*.x |COMMENT
LOWapps/rxjs.dev/src/styles/2-modules/_buttons.scss61 }COMMENT