0.3

Adjusted Signal

0.3

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

3.1K

Stars

TypeScript

Language

395.3K

Lines of Code

1.7K

Files

120

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 1.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 116 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? 104 finding(s).

PR Review Velocity Impact 1.7/100 · LOW

Which changes need focused human review? 120 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 6LOW 114

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 120 distinct pattern matches across 4 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 Identifiers100 hits · 102 pts

Severity	File	Line	Snippet	Context
LOW	packages/core/src/release-blocklist/publish/provider.ts	85	export function checkArtifactsAgainstCapabilities(	CODE
LOW	packages/core/src/variants/runtime.ts	389	async function prepareConditionResources(	CODE
LOW	packages/core/src/variants/runtime.ts	428	export async function evaluateVariantConditions(	CODE
LOW	packages/core/src/variants/runtime.ts	583	export async function validateConditionalActivation(	CODE
LOW	packages/core/src/debrid/utils.ts	1005	export function hasTooManySelectableFiles(files?: DebridFile[]): boolean {	CODE
LOW	packages/core/src/debrid/index.ts	106	function createStremThruNewzService(	CODE
LOW	packages/core/src/config/settings-store.ts	54	function makeUninitialisedSectionProxy(sectionName: string): unknown {	CODE
LOW	…kages/core/src/linked-accounts/platforms/aiomanager.ts	287	function assertDistinctInAioManager(urls: string[]): void {	CODE
LOW	packages/core/src/usenet/integration/verify-content.ts	240	export async function verifyEntryContentAndMark(	CODE
LOW	packages/core/src/usenet/integration/census-shadow.ts	220	export async function applyCensusVerdictToLibrary(args: {	CODE
LOW	packages/core/src/usenet/integration/library.ts	719	function scheduleArrHoldExpiryNudge(	CODE
LOW	packages/core/src/usenet/integration/library.ts	1464	export async function backfillProxiedNzbAliases(): Promise<{	CODE
LOW	packages/core/src/usenet/integration/library.ts	1488	export async function requeueInterruptedInspects(): Promise<void> {	CODE
LOW	…ges/core/src/usenet/integration/dashboard/providers.ts	365	async function runProviderSpeedTestInner(	CODE
LOW	packages/core/src/usenet/nntp/errors.ts	122	export function isProviderUnavailableError(err: unknown): boolean {	CODE
LOW	packages/core/src/usenet/nntp/errors.ts	136	export function isCredentialRejectionText(text: string): boolean {	CODE
LOW	packages/core/src/usenet/nntp/errors.ts	145	export function isConnectionLimitResponse(code: number, text: string): boolean {	CODE
LOW	packages/core/src/usenet/pool/yenc.ts	267	export function isImplausibleYencFileSize(	CODE
LOW	packages/core/src/usenet/pool/inspect/probe-plan.ts	125	function archiveGroupingIsAmbiguous(nzb: Nzb): boolean {	CODE
LOW	packages/core/src/usenet/pool/archive/archive-volume.ts	241	function mergeObfuscatedArchiveParts(	CODE
LOW	packages/core/src/formatters/engine/parser.ts	1563	function tokenizeTemplateArguments(	CODE
LOW	packages/core/src/utils/regex.ts	64	export function formRegexFromKeywordsSync(keywords: string[]): RegExp {	CODE
LOW	packages/core/src/utils/private-addresses.ts	119	export function installPrivateAddressGuard(): void {	CODE
LOW	packages/core/src/utils/languages.ts	195	function computeNormalisedLanguage(value: string): string \| undefined {	CODE
LOW	packages/core/src/utils/templates.ts	420	export function registerCommunityTemplateTrust(templates: Template[]): void {	CODE
LOW	packages/core/src/utils/template-sanitise.ts	215	export function buildTemplateReviewSummary(	CODE
LOW⚡	packages/core/src/utils/config.ts	60	function getServiceCredentialDefault(	CODE
LOW⚡	packages/core/src/utils/config.ts	67	function getServiceCredentialForced(	CODE
LOW⚡	packages/core/src/utils/config.ts	74	export function getEnvironmentServiceDetails(): typeof constants.SERVICE_DETAILS {	CODE
LOW	packages/core/src/utils/config.ts	534	function removeInvalidPresetReferences(config: UserData) {	CODE
LOW	packages/core/src/utils/config.ts	1026	function validateSyncedPlaceholders(config: UserData) {	CODE
LOW	packages/core/src/utils/auth.ts	198	export function warnLegacyAuthVarsIfNeeded(): void {	CODE
LOW	packages/core/src/utils/auth.ts	224	export function warnMissingConfigPermission(): void {	CODE
LOW	packages/core/src/utils/oidc.ts	267	export async function buildOidcAuthorisationRequest(): Promise<OidcAuthorisationRequest> {	CODE
LOW	packages/core/src/parser/streamExpression.ts	1951	export function extractNamesFromExpression(	CODE
LOW	packages/core/src/parser/utils.ts	499	export function extractInfoHashFromMagnet(magnet: string): string \| undefined {	CODE
LOW	packages/core/src/parser/utils.ts	531	function extractLanguagesFromFlags(text: string): string[] {	CODE
LOW	packages/core/src/parser/utils.ts	547	export function getRegexForTextAfterEmojis(emojis: string[]): RegExp {	CODE
LOW	packages/core/src/parser/merge.ts	66	export function applySeasonPackHeuristics(	CODE
LOW	packages/core/src/builtins/library/catalog.ts	463	export async function refreshLibraryCacheForService(	CODE
LOW	packages/core/src/builtins/utils/general.ts	59	export function isNonAnimeAbsoluteEligible(	CODE
LOW	packages/core/src/builtins/utils/debrid.ts	56	export function extractTrackersFromMagnet(magnet: string): string[] {	CODE
LOW	packages/core/src/builtins/utils/debrid.ts	62	function getValidationFailureReason(	CODE
LOW	packages/core/src/builtins/utils/debrid.ts	245	async function processTorrentsForDebridService(	CODE
LOW	packages/core/src/builtins/utils/debrid.ts	635	async function processNZBsForDebridService(	CODE
LOW	packages/core/src/builtins/base/nab/api.ts	129	function extractBtihFromEnclosures(	CODE
LOW	packages/core/src/anime-database/selector.ts	50	export function filterCandidatesBySeasonType(	CODE
LOW	packages/core/src/anime-database/enrich.ts	32	export function enrichParsedIdWithAnimeEntry(	CODE
LOW	…/core/src/db/repositories/release-blocklist-publish.ts	14	export function clampPublishIntervalSeconds(value: number): number {	CODE
LOW	packages/core/src/community/validators/template.ts	31	export function validateCommunityTemplate(payload: unknown): {	CODE
LOW	packages/core/src/community/validators/formatter.ts	14	export function validateCommunityFormatter(	CODE
LOW	packages/core/src/main/serviceWrapper.ts	69	export async function resolveServiceWrappedStreams(	CODE
LOW	packages/core/src/main/serviceWrapper.ts	299	function buildAndDeduplicateTorrents(streams: ParsedStream[]): Torrent[] {	CODE
LOW	packages/core/src/main/catalog.ts	253	export async function applyCatalogModifications(	CODE
LOW	packages/core/src/metadata/episode-resolver.ts	62	export function cinemetaReleasedToLocalDate(	CODE
LOW	packages/core/src/poster/index.ts	76	export function createPosterServiceFromParams(	CODE
LOW	packages/frontend/src/context/userData.tsx	342	export function removeInvalidPresetReferences(config: UserData) {	CODE
LOW	…ges/frontend/src/context/dashboard-command-palette.tsx	14	export function DashboardCommandPaletteProvider({	CODE
LOW	packages/frontend/src/app/dashboard/usenet/queries.ts	488	export function useUsenetPerformanceProfiles(opts?: { enabled?: boolean }) {	CODE
LOW	packages/frontend/src/app/dashboard/usenet/queries.ts	733	export function useDeleteAllLibraryEntries() {	CODE
40 more matches not shown…

Over-Commented Block14 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW	packages/ui/src/form/fields.tsx	181	// const DateRangePickerField = React.memo(	COMMENT
LOW	packages/ui/src/form/fields.tsx	381	// itemContainerClass={cn(	COMMENT
LOW	packages/ui/src/form/fields.tsx	461	// const context = useFormContext();	COMMENT
LOW	packages/ui/src/form/fields.tsx	481	// />	COMMENT
LOW	packages/ui/src/form/fields.tsx	501		COMMENT
LOW	packages/ui/src/form/fields.tsx	521	// )}	COMMENT
LOW	packages/ui/src/form/fields.tsx	541	// fieldClass="w-full"	COMMENT
LOW	packages/ui/src/form/fields.tsx	561	// />	COMMENT
LOW	packages/core/src/usenet/pool/archive/rar/walk.ts	81	fragment: { offset: res.dataOff, length: res.file.packedSize },	COMMENT
LOW	packages/core/src/presets/aiSearch.ts	121	// @deprecated TMDB API Key is now handled in the services menu	COMMENT
LOW	packages/android/exoplayer/src/main/cpp/ass_surface.c	1	// libass, owned by one thread, which renders moments ahead of the video into	COMMENT
LOW	packages/android/exoplayer/src/main/cpp/sound_shaper.c	1	#include <jni.h>	COMMENT
LOW	packages/android/exoplayer/src/main/cpp/ass/ass_types.h	81	#define HALIGN_CENTER 2	COMMENT
LOW	packages/android/exoplayer/src/main/cpp/ass/ass.h	21	#define LIBASS_ASS_H	COMMENT

Decorative Section Separators4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/frontend/src/utils/diff/manifest.ts	259	// ── Catalog-related changes ───────────────────────────────────────────────	COMMENT
MEDIUM	packages/frontend/src/utils/diff/manifest.ts	325	// ── idPrefixes at top level ───────────────────────────────────────────────	COMMENT
MEDIUM	packages/frontend/src/utils/diff/manifest.ts	343	// ── idPrefixes inside a resource object ───────────────────────────────────	COMMENT
MEDIUM	packages/frontend/src/utils/diff/manifest.ts	372	// ── New resource object added ─────────────────────────────────────────────	COMMENT

AI Slop Vocabulary2 hits · 5 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/core/src/usenet/pool/archive/sevenzip/parse.ts	404	r.pos = end; // robust: always continue at the declared property end	CODE
MEDIUM	packages/core/src/usenet/nzb/obfuscation.ts	14	// --- Certainly obfuscated ---	COMMENT

Viren070/AIOStreams

Open-Source Code Quality, Security and Technical Debt Review