1.1

Adjusted Signal

1.1

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

14.7K

Stars

Language

404.7K

Lines of Code

4.5K

Files

232

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 2.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 203 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.9/100 · LOW

Are imports declared and package/API names verified? 29 finding(s).

Agent Over-Engineering Ratio 2.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 187 finding(s).

PR Review Velocity Impact 5.4/100 · 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 23HIGH 2MEDIUM 0LOW 207

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 7 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.

Hallucination Indicators23 hits · 230 pts

Severity	File	Line	Snippet	Context
CRITICAL	…cisionEngineTests/PrioritizeDownloadDecisionFixture.cs	105	qualifiedReports.First().RemoteMovie.ParsedMovieInfo.Quality.Revision.Real.Should().Be(1);	CODE
CRITICAL	…cisionEngineTests/PrioritizeDownloadDecisionFixture.cs	119	qualifiedReports.First().RemoteMovie.ParsedMovieInfo.Quality.Revision.Version.Should().Be(2);	CODE
CRITICAL	…cisionEngineTests/PrioritizeDownloadDecisionFixture.cs	487	qualifiedReports.First().RemoteMovie.ParsedMovieInfo.Quality.Revision.Version.Should().Be(2);	CODE
CRITICAL	…cisionEngineTests/PrioritizeDownloadDecisionFixture.cs	508	qualifiedReports.First().RemoteMovie.ParsedMovieInfo.Quality.Revision.Version.Should().Be(2);	CODE
CRITICAL	…cisionEngineTests/PrioritizeDownloadDecisionFixture.cs	530	qualifiedReports.First().RemoteMovie.ParsedMovieInfo.Quality.Revision.Version.Should().Be(1);	CODE
CRITICAL	…cisionEngineTests/PrioritizeDownloadDecisionFixture.cs	553	qualifiedReports.First().RemoteMovie.ParsedMovieInfo.Quality.Revision.Version.Should().Be(1);	CODE
CRITICAL	…cisionEngineTests/PrioritizeDownloadDecisionFixture.cs	554	qualifiedReports.First().RemoteMovie.ParsedMovieInfo.Quality.Revision.Real.Should().Be(0);	CODE
CRITICAL	…zbDrone.Core/Indexers/HDBits/HDBitsRequestGenerator.cs	39	if (searchCriteria.Movie.MovieMetadata.Value.ImdbId.IsNullOrWhiteSpace())	CODE
CRITICAL	…zbDrone.Core/Indexers/HDBits/HDBitsRequestGenerator.cs	44	var imdbId = int.Parse(searchCriteria.Movie.MovieMetadata.Value.ImdbId.Substring(2));	CODE
CRITICAL	…one.Core/Indexers/FileList/FileListRequestGenerator.cs	27	if (searchCriteria.Movie.MovieMetadata.Value.ImdbId.IsNotNullOrWhiteSpace())	CODE
CRITICAL	…Drone.Core/Indexers/Newznab/NewznabRequestGenerator.cs	119	var includeImdbSearch = SupportsImdbSearch && searchCriteria.Movie.MovieMetadata.Value.ImdbId.IsNotNullOrWhi	CODE
CRITICAL	…Drone.Core/Indexers/Newznab/NewznabRequestGenerator.cs	132	ids += $"&imdbid={searchCriteria.Movie.MovieMetadata.Value.ImdbId.Substring(2)}";	CODE
CRITICAL	…Drone.Core/Indexers/Newznab/NewznabRequestGenerator.cs	151	$"&imdbid={searchCriteria.Movie.MovieMetadata.Value.ImdbId.Substring(2)}"));	CODE
CRITICAL	…exers/PassThePopcorn/PassThePopcornRequestGenerator.cs	31	if (searchCriteria.Movie.MovieMetadata.Value.ImdbId.IsNotNullOrWhiteSpace())	CODE
CRITICAL	src/NzbDrone.Core/Parser/ParsingService.cs	221	possibleTitles.AddRange(searchCriteria.Movie.MovieMetadata.Value.AlternativeTitles.Select(t => t.CleanTitle)	CODE
CRITICAL	src/NzbDrone.Core/Parser/ParsingService.cs	222	possibleTitles.AddRange(searchCriteria.Movie.MovieMetadata.Value.Translations.Select(t => t.CleanTitle));	CODE
CRITICAL	src/NzbDrone.Core/Notifications/Discord/Discord.cs	58	Url = message.Movie.MovieMetadata.Value.Images.FirstOrDefault(x => x.CoverType == MediaCoverTypes.Po	CODE
CRITICAL	src/NzbDrone.Core/Notifications/Discord/Discord.cs	66	Url = message.Movie.MovieMetadata.Value.Images.FirstOrDefault(x => x.CoverType == MediaCoverTypes.Fa	CODE
CRITICAL	src/NzbDrone.Core/Notifications/Discord/Discord.cs	87	discordField.Value = message.Movie.MovieMetadata.Value.Genres.Take(5).Join(", ");	CODE
CRITICAL	src/NzbDrone.Core/Notifications/Discord/Discord.cs	162	Url = message.Movie.MovieMetadata.Value.Images.FirstOrDefault(x => x.CoverType == MediaCoverTypes.Po	CODE
CRITICAL	src/NzbDrone.Core/Notifications/Discord/Discord.cs	170	Url = message.Movie.MovieMetadata.Value.Images.FirstOrDefault(x => x.CoverType == MediaCoverTypes.Fa	CODE
CRITICAL	src/NzbDrone.Core/Notifications/Discord/Discord.cs	191	discordField.Value = message.Movie.MovieMetadata.Value.Genres.Take(5).Join(", ");	CODE
CRITICAL	…ne.Core/Extras/Metadata/Consumers/Xbmc/XbmcMetadata.cs	320	details.Add(new XElement("premiered", movie.MovieMetadata.Value.InCinemas.Value.ToString("yyyy-MM-dd	CODE

Hyper-Verbose Identifiers187 hits · 187 pts

Severity	File	Line	Snippet	Context
LOW	…ndexers/Indexers/Manage/ManageIndexersModalContent.tsx	87	function ManageIndexersModalContent(props: ManageIndexersModalContentProps) {	CODE
LOW	…ndexers/Manage/Edit/ManageIndexersEditModalContent.tsx	52	function ManageIndexersEditModalContent(	CODE
LOW	frontend/src/Settings/UI/UISettingsConnector.js	14	function createFilteredLanguagesSelector() {	CODE
LOW	…Settings/Quality/Reset/ResetQualityDefinitionsModal.js	7	function ResetQualityDefinitionsModal(props) {	CODE
LOW	…ormats/Specifications/EditSpecificationModalContent.js	20	function EditSpecificationModalContent(props) {	CODE
LOW	…tomFormats/Manage/ManageCustomFormatsToolbarButton.tsx	8	function ManageCustomFormatsToolbarButton() {	CODE
LOW	…stomFormats/Manage/ManageCustomFormatsModalContent.tsx	61	function ManageCustomFormatsModalContent(	CODE
LOW	…s/CustomFormats/Manage/ManageCustomFormatsModalRow.tsx	36	function ManageCustomFormatsModalRow(props: ManageCustomFormatsModalRowProps) {	CODE
LOW	…ts/Manage/Edit/ManageCustomFormatsEditModalContent.tsx	48	function ManageCustomFormatsEditModalContent(	CODE
LOW	…omFormats/Manage/Edit/ManageCustomFormatsEditModal.tsx	12	function ManageCustomFormatsEditModal(	CODE
LOW	…nd/src/Settings/General/OidcAuthenticationSettings.tsx	21	function OidcAuthenticationSettings({	CODE
LOW	…d/src/Settings/General/FormsAuthenticationSettings.tsx	19	function FormsAuthenticationSettings({	CODE
LOW	…/src/Settings/General/AuthenticationMethodSettings.tsx	22	function AuthenticationMethodSettings({	CODE
LOW	…tings/Tags/AutoTagging/EditAutoTaggingModalContent.tsx	42	export default function EditAutoTaggingModalContent({	CODE
LOW	…agging/Specifications/AddSpecificationModalContent.tsx	24	export default function AddSpecificationModalContent({	CODE
LOW	…ging/Specifications/AddSpecificationPresetMenuItem.tsx	16	export default function AddSpecificationPresetMenuItem({	CODE
LOW	…gging/Specifications/EditSpecificationModalContent.tsx	37	function EditSpecificationModalContent({	CODE
LOW	…d/src/Settings/Tags/Details/TagDetailsModalContent.tsx	25	function createUnorderedMatchingMoviesSelector(movieIds: number[]) {	CODE
LOW	…d/src/Settings/Tags/Details/TagDetailsModalContent.tsx	31	function createMatchingMoviesSelector(movieIds: number[]) {	CODE
LOW	…ListExclusions/EditImportListExclusionModalContent.tsx	36	function createImportListExclusionSelector(id?: number) {	CODE
LOW	…ListExclusions/EditImportListExclusionModalContent.tsx	66	function EditImportListExclusionModalContent({	CODE
LOW	…/ImportListExclusions/EditImportListExclusionModal.tsx	15	function EditImportListExclusionModal(	CODE
LOW	…ortLists/ImportListExclusions/ImportListExclusions.tsx	72	function createImportListExclusionsSelector() {	CODE
LOW	…/ImportLists/ImportLists/AddImportListModalContent.tsx	25	function AddImportListModalContent({	CODE
LOW	…mportLists/ImportLists/AddImportListPresetMenuItem.tsx	15	function AddImportListPresetMenuItem({	CODE
LOW	…ImportLists/ImportLists/EditImportListModalContent.tsx	43	function EditImportListModalContent({	CODE
LOW	…Lists/ImportLists/Manage/ManageImportListsModalRow.tsx	29	function ManageImportListsModalRow(props: ManageImportListsModalRowProps) {	CODE
LOW	…s/ImportLists/Manage/ManageImportListsModalContent.tsx	91	function ManageImportListsModalContent(	CODE
LOW	…ImportLists/Manage/Edit/ManageImportListsEditModal.tsx	12	function ManageImportListsEditModal(props: ManageImportListsEditModalProps) {	CODE
LOW	…ists/Manage/Edit/ManageImportListsEditModalContent.tsx	53	function ManageImportListsEditModalContent(	CODE
LOW	…gs/Profiles/Release/EditReleaseProfileModalContent.tsx	39	function createReleaseProfileSelector(id?: number) {	CODE
LOW	…gs/Profiles/Release/EditReleaseProfileModalContent.tsx	71	function EditReleaseProfileModalContent({	CODE
LOW	…ettings/Profiles/Delay/EditDelayProfileModalContent.js	47	function EditDelayProfileModalContent(props) {	CODE
LOW	…rofiles/Delay/EditDelayProfileModalContentConnector.js	21	function createDelayProfileSelector() {	CODE
LOW	…/DownloadClients/Manage/ManageDownloadClientsModal.tsx	10	function ManageDownloadClientsModal(props: ManageDownloadClientsModalProps) {	CODE
LOW	…adClients/Manage/ManageDownloadClientsModalContent.tsx	87	function ManageDownloadClientsModalContent(	CODE
LOW	…wnloadClients/Manage/ManageDownloadClientsModalRow.tsx	27	function ManageDownloadClientsModalRow(	CODE
LOW	…/Manage/Edit/ManageDownloadClientsEditModalContent.tsx	52	function ManageDownloadClientsEditModalContent(	CODE
LOW	…Clients/Manage/Edit/ManageDownloadClientsEditModal.tsx	12	function ManageDownloadClientsEditModal(	CODE
LOW	…ients/RemotePathMappings/EditRemotePathMappingModal.js	7	function EditRemotePathMappingModal({ isOpen, onModalClose, ...otherProps }) {	CODE
LOW	…Mappings/EditRemotePathMappingModalContentConnector.js	42	function createRemotePathMappingSelector() {	CODE
LOW	…emotePathMappings/EditRemotePathMappingModalContent.js	20	function EditRemotePathMappingModalContent(props) {	CODE
LOW	…ications/Notifications/EditNotificationModalContent.js	22	function EditNotificationModalContent(props) {	CODE
LOW	frontend/src/Movie/createMoviesFetchingSelector.ts	4	function createMoviesFetchingSelector() {	CODE
LOW	frontend/src/Movie/Details/MovieDetails.tsx	141	function createMovieCreditsSelector() {	CODE
LOW	frontend/src/Movie/Details/Titles/MovieTitlesTable.tsx	29	function movieAlternativeTitlesSelector(movieId: number) {	CODE
LOW	…ntend/src/Movie/Search/MovieInteractiveSearchModal.tsx	18	function MovieInteractiveSearchModal({	CODE
LOW	…rc/Movie/Search/MovieInteractiveSearchModalContent.tsx	23	function MovieInteractiveSearchModalContent({	CODE
LOW	…ontend/src/Movie/Index/createMovieIndexItemSelector.ts	9	function createMovieIndexItemSelector(movieId: number) {	CODE
LOW	…ntend/src/Movie/Index/MovieIndexRefreshMovieButton.tsx	20	function MovieIndexRefreshMovieButton(	CODE
LOW	…end/src/Movie/Index/createMovieQueueDetailsSelector.ts	8	function createMovieQueueDetailsSelector(movieId: number) {	CODE
LOW	frontend/src/Movie/Index/MovieIndexFooter.tsx	15	function createUnoptimizedSelector() {	CODE
LOW	frontend/src/Movie/Index/MovieIndexFilterModal.tsx	17	function createFilterBuilderPropsSelector() {	CODE
LOW	frontend/src/Movie/Index/Posters/MovieIndexPosters.tsx	99	function getWindowScrollTopPosition() {	CODE
LOW	…Index/Posters/Options/MovieIndexPosterOptionsModal.tsx	10	function MovieIndexPosterOptionsModal({	CODE
LOW	…osters/Options/MovieIndexPosterOptionsModalContent.tsx	42	function MovieIndexPosterOptionsModalContent(	CODE
LOW	frontend/src/Movie/Index/Table/MovieIndexTable.tsx	74	function getWindowScrollTopPosition() {	CODE
LOW	…rc/Movie/Index/Select/MovieIndexSelectModeMenuItem.tsx	13	function MovieIndexSelectModeMenuItem(	CODE
LOW	…d/src/Movie/Index/Select/MovieIndexSelectAllButton.tsx	14	function MovieIndexSelectAllButton(props: MovieIndexSelectAllButtonProps) {	CODE
LOW	…src/Movie/Index/Select/MovieIndexSelectAllMenuItem.tsx	11	function MovieIndexSelectAllMenuItem(props: MovieIndexSelectAllMenuItemProps) {	CODE
127 more matches not shown…

Synthetic Comment Markers2 hits · 15 pts

Severity	File	Line	Snippet	Context
HIGH	…mon/EnsureThat/Resources/ExceptionMessages.Designer.cs	3	// This code was generated by a tool.	COMMENT
HIGH	src/NzbDrone/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT

Over-Commented Block10 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	src/NzbDrone.Common/OAuth/OAuthTools.cs	41	_random = new Random(BitConverter.ToInt32(bytes, 0));	COMMENT
LOW	src/NzbDrone.Common/OAuth/OAuthTools.cs	221	return copy;	COMMENT
LOW	src/NzbDrone.Common/OAuth/OAuthTools.cs	261		COMMENT
LOW	src/NzbDrone.Common/OAuth/OAuthTools.cs	321		COMMENT
LOW	…mon/EnsureThat/Resources/ExceptionMessages.Designer.cs	1	//------------------------------------------------------------------------------	COMMENT
LOW	…ne.Core.Test/MovieStatsTests/MovieStatisticsFixture.cs	101	//	COMMENT
LOW	src/NzbDrone/Properties/Resources.Designer.cs	1	//------------------------------------------------------------------------------	COMMENT
LOW	src/NzbDrone.Core/Parser/RomanNumerals/RomanNumeral.cs	241	/// <param name="firstNumeral">The first numeral.</param>	COMMENT
LOW	src/NzbDrone.Core/Parser/RomanNumerals/RomanNumeral.cs	261	return new RomanNumeral(numerator._value / denominator._value);	COMMENT
LOW	….Core/Datastore/Migration/Framework/TableDefinition.cs	1	// Copyright (c) 2007-2009, Sean Chambers <schambers80@gmail.com>	COMMENT

Fake / Example Data6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	frontend/src/Movie/MoviePoster.tsx	8	extends Omit<MovieImageProps, 'coverType' \| 'placeholder'> {	CODE
LOW	frontend/src/Movie/MovieHeadshot.tsx	8	extends Omit<MovieImageProps, 'coverType' \| 'placeholder'> {	CODE
LOW	…teractive/InteractiveImportRowCellPlaceholder.css.d.ts	5	'placeholder': string;	CODE
LOW	…/MovieFile/Editor/MovieFileRowCellPlaceholder.css.d.ts	4	'placeholder': string;	CODE
LOW	…ractiveSearch/OverrideMatch/OverrideMatchData.css.d.ts	6	'placeholder': string;	CODE
LOW	src/Radarr.Api.V3/openapi.json	8938	"placeholder": {	CODE

TODO Padding2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…t/MediaFiles/MovieImport/ImportDecisionMakerFixture.cs	23	// TODO: Add tests to ensure helpers for augmenters are correctly passed.	COMMENT
LOW	src/NzbDrone.Core/Parser/Parser.cs	249	// TODO: Add tests for this!	COMMENT

Slop Phrases2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	frontend/src/Components/Loading/LoadingMessage.tsx	15	"Don't forget to rewind your movies",	CODE
LOW	frontend/src/Components/Loading/LoadingMessage.tsx	19	"Don't forget to tip your waitress",	CODE

Radarr/Radarr

Open-Source Code Quality, Security and Technical Debt Review