1.1

Adjusted Signal

1.1

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

19.1K

Stars

PHP

Language

296.5K

Lines of Code

2.3K

Files

314

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 4.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 285 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.7/100 · LOW

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

Agent Over-Engineering Ratio 4.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 254 finding(s).

PR Review Velocity Impact 5.5/100 · LOW

Which changes need focused human review? 314 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 1HIGH 0MEDIUM 5LOW 308

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 314 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.

Hyper-Verbose Identifiers254 hits · 256 pts

Severity	File	Line	Snippet	Context
LOW	app/Settings/AppSettingsStore.php	88	protected function destroyExistingSettingImage(string $settingKey): void	CODE
LOW	app/App/Providers/EventServiceProvider.php	49	protected function configureEmailVerification(): void	CODE
LOW	app/Access/LdapService.php	361	protected function extractGroupNamesFromLdapGroupDns(array $groupDNs): array	CODE
LOW	app/Access/LdapService.php	440	protected function extractGroupsFromSearchResponseEntry(array $ldapEntry): array	CODE
LOW	app/Access/SocialAuthService.php	56	public function handleRegistrationCallback(string $socialDriver, SocialUser $socialUser): SocialUser	CODE
LOW	app/Access/LoginService.php	97	protected function getLastLoginAttemptDetails(): array	CODE
LOW	app/Access/LoginService.php	120	protected function setLastLoginAttemptedForUser(User $user, string $method, bool $remember): void	CODE
LOW	app/Access/LoginService.php	147	public function awaitingEmailConfirmation(User $user): bool	CODE
LOW	app/Access/RegistrationService.php	28	public function ensureRegistrationAllowed()	CODE
LOW	app/Access/Saml2Service.php	202	protected function loadOneloginServiceProviderDetails(): array	CODE
LOW	app/Access/GroupSyncService.php	29	protected function externalIdMatchesGroupNames(string $externalId, array $groupNames): bool	CODE
LOW	app/Access/GroupSyncService.php	56	protected function matchGroupsToSystemsRoles(array $groupNames): Collection	CODE
LOW	app/Access/SocialDriverManager.php	51	public function isAutoConfirmEmailEnabled(string $driver): bool	CODE
LOW	app/Access/SocialDriverManager.php	79	public function getConfigureForRedirectCallback(string $driver): callable	CODE
LOW	app/Access/Oidc/OidcProviderSettings.php	114	protected function loadSettingsFromIssuerDiscovery(ClientInterface $httpClient): array	CODE
LOW	app/Access/Oidc/OidcService.php	177	protected function processAccessTokenCallback(OidcAccessToken $accessToken, OidcProviderSettings $settings): User	CODE
LOW	app/Access/Oidc/OidcJwtWithClaims.php	62	public function validateCommonTokenDetails(string $clientId): bool	CODE
LOW	app/Access/Oidc/OidcOAuthProvider.php	50	public function getResourceOwnerDetailsUrl(AccessToken $token): string	CODE
LOW	app/Access/Controllers/LoginController.php	167	protected function sendLoginAttemptExceptionResponse(LoginAttemptException $exception, Request $request)	CODE
LOW	app/Access/Controllers/LoginController.php	186	protected function updateIntendedFromPrevious(): void	CODE
LOW	app/Access/Controllers/HandlesPartialLogins.php	14	protected function currentOrLastAttemptedUser(): User	CODE
LOW	app/Access/Guards/LdapSessionGuard.php	112	protected function createNewFromLdapAndCreds(array $ldapUserDetails, array $credentials): User	CODE
LOW	app/Util/HtmlContentFilter.php	51	protected function filterOutScriptsFromDocument(HtmlDocument $doc): void	CODE
LOW	app/Util/HtmlContentFilter.php	89	protected function filterOutFormElementsFromDocument(HtmlDocument $doc): void	CODE
LOW	app/Util/HtmlContentFilter.php	116	protected function filterOutBadHtmlElementsFromDocument(HtmlDocument $doc): void	CODE
LOW	app/Util/HtmlContentFilter.php	123	protected function filterOutNonContentElementsFromDocument(HtmlDocument $doc): void	CODE
LOW	app/Util/HtmlContentFilter.php	174	public static function removeScriptsFromDocument(HtmlDocument $doc): void	CODE
LOW	app/Util/HtmlContentFilter.php	189	public static function removeScriptsFromHtmlString(string $html): string	CODE
LOW	app/Util/CspService.php	62	public function allowedIFrameHostsConfigured(): bool	CODE
LOW	app/Util/HtmlPurifier/ConfiguredHtmlPurifier.php	56	protected function createCacheFolderIfNeeded(string $cachePath): void	CODE
LOW	app/References/ReferenceFetcher.php	36	public function getReferenceCountToEntity(Entity $entity): int	CODE
LOW	app/References/CrossLinkParser.php	87	public static function createWithEntityResolvers(): self	CODE
LOW	app/References/ReferenceStore.php	76	protected function dropReferencesFromEntities(array $entities): void	CODE
LOW	app/References/ReferenceUpdater.php	35	public function changeReferencesUsingContext(ReferenceChangeContext $context): void	CODE
LOW	app/References/ReferenceUpdater.php	101	protected function updateReferencesWithinEntity(Entity $entity, string $oldLink, string $newLink): void	CODE
LOW	app/References/ReferenceUpdater.php	112	protected function updateReferencesWithinDescription(Entity&HasDescriptionInterface $entity, string $oldLink, string	CODE
LOW	app/References/ReferenceUpdater.php	120	protected function updateReferencesWithinPage(Page $page, string $oldLink, string $newLink): void	CODE
LOW	app/Activity/Tools/WebhookFormatter.php	73	public function addDefaultModelFormatters(): void	CODE
LOW	…ity/Notifications/Handlers/BaseNotificationHandler.php	19	protected function sendNotificationToUserIds(string $notification, array $userIds, User $initiator, string\|Loggable	CODE
LOW	…cations/Handlers/CommentMentionNotificationHandler.php	77	protected function getPreviouslyNotifiedUserIds(Comment $comment): array	CODE
LOW	app/Uploads/ImageStorage.php	33	public function usingSecureRestrictedImages(): bool	CODE
LOW	app/Uploads/ImageStorageDisk.php	108	public function destroyAllMatchingNameFromPath(string $path): void	CODE
LOW	app/Uploads/UserAvatars.php	45	public function assignToUserFromExistingData(User $user, string $imageData, string $extension): void	CODE
LOW	app/Uploads/UserAvatars.php	123	protected function createAvatarImageFromData(User $user, string $imageData, string $extension): Image	CODE
LOW	app/Uploads/AttachmentService.php	21	public function streamAttachmentFromStorage(Attachment $attachment)	CODE
LOW	app/Uploads/AttachmentService.php	105	public function updateFileOrderWithinPage(array $attachmentOrder, int $pageId)	CODE
LOW	app/Uploads/ImageResizer.php	32	public function loadGalleryThumbnailsForMany(iterable $images, bool $shouldCreate = false): void	CODE
LOW	app/Uploads/ImageResizer.php	42	public function loadGalleryThumbnailsForImage(Image $image, bool $shouldCreate): void	CODE
LOW	app/Uploads/ImageResizer.php	161	protected function interventionFromImageData(string $imageData, ?string $fileType): InterventionImage	CODE
LOW	app/Uploads/ImageResizer.php	195	protected function orientImageToOriginalExif(InterventionImage $image, string $originalData): void	CODE
LOW	app/Uploads/FaviconHandler.php	51	public function restoreOriginalIfNotExists(): bool	CODE
LOW	app/Uploads/ImageService.php	119	public function replaceExistingFromUpload(string $path, string $type, UploadedFile $file): void	CODE
LOW	app/Uploads/ImageService.php	252	public function pathAccessibleInLocalSecure(string $imagePath): bool	CODE
LOW	app/Uploads/ImageService.php	315	protected function checkUserHasAccessToRelationOfImageAtPath(string $path): bool	CODE
LOW	app/Uploads/ImageService.php	340	protected function checkUserHasAccessToRelationOfImage(Image $image): bool	CODE
LOW	app/Uploads/ImageService.php	368	public function streamImageFromStorageResponse(string $imageType, string $path): StreamedResponse	CODE
LOW	app/Permissions/JointPermissionBuilder.php	127	protected function buildJointPermissionsForBooks(EloquentCollection $books, array $roles, bool $deleteOld = false):	CODE
LOW	app/Permissions/JointPermissionBuilder.php	152	protected function buildJointPermissionsForEntities(array $entities): void	CODE
LOW	app/Permissions/JointPermissionBuilder.php	164	protected function deleteManyJointPermissionsForEntities(array $entities): void	CODE
LOW	app/Permissions/JointPermissionBuilder.php	202	protected function createManyJointPermissions(array $originalEntities, array $roles): void	CODE
194 more matches not shown…

Fake / Example Data28 hits · 33 pts

Severity	File	Line	Snippet	Context
LOW	app/Console/Commands/CreateAdminCommand.php	124	$details['email'] = 'admin@example.com';	CODE
LOW	…rces/views/settings/categories/customization.blade.php	139	'placeholder' => trans('settings.app_homepage_select'),	CODE
LOW	resources/views/auth/register.blade.php	34	@include('form.password', ['name' => 'password', 'placeholder' => trans('auth.password_hint')])	CODE
LOW	resources/views/auth/invite-set-password.blade.php	15	@include('form.password', ['name' => 'password', 'placeholder' => trans('auth.password_hint')])	CODE
LOW	resources/views/attachments/manager-edit-form.blade.php	39	'placeholder' => trans('entities.attachments_edit_drop_upload'),	CODE
LOW	resources/views/pages/parts/form.blade.php	28	@include('form.text', ['name' => 'name', 'model' => $model, 'placeholder' => trans('entities.pages_t	CODE
LOW	resources/views/entities/template-selector.blade.php	9	'placeholder' => trans('entities.default_template_select'),	CODE
LOW	tests/Auth/AuthTest.php	124	$this->post('/login', ['email' => 'admin@example.com', 'password' => 'cattreedog']);	CODE
LOW	tests/Auth/Saml2Test.php	99	'email' => 'user@example.com',	CODE
LOW	tests/Auth/Saml2Test.php	367	$this->assertDatabaseMissing('users', ['email' => 'user@example.com']);	CODE
LOW	tests/Auth/Saml2Test.php	406	'email' => 'user@example.com',	CODE
LOW	tests/Auth/Saml2Test.php	415	'email' => 'user@example.com',	CODE
LOW	tests/Auth/Saml2Test.php	439	'email' => 'user@example.com',	CODE
LOW	tests/Auth/Saml2Test.php	441	$this->assertEquals('user@example.com', user()->email);	CODE
LOW	tests/Auth/Saml2Test.php	524	* 0 => "user@example.com"	COMMENT
LOW⚡	tests/Entity/PageContentFilteringTest.php	320	'<div>Lorem ipsum dolor sit amet.</div><p onclick="console.log(\'test\')">Hello</p>',	CODE
LOW⚡	tests/Entity/PageContentFilteringTest.php	320	'<div>Lorem ipsum dolor sit amet.</div><p onclick="console.log(\'test\')">Hello</p>',	CODE
LOW⚡	tests/Entity/PageContentFilteringTest.php	321	'<div>Lorem ipsum dolor sit amet.<p onclick="console.log(\'test\')">Hello</p></div>',	CODE
LOW⚡	tests/Entity/PageContentFilteringTest.php	321	'<div>Lorem ipsum dolor sit amet.<p onclick="console.log(\'test\')">Hello</p></div>',	CODE
LOW⚡	tests/Entity/PageContentFilteringTest.php	322	'<div><div><div><div>Lorem ipsum dolor sit amet.<p onclick="console.log(\'test\')">Hello</p></div></div></di	CODE
LOW⚡	tests/Entity/PageContentFilteringTest.php	322	'<div><div><div><div>Lorem ipsum dolor sit amet.<p onclick="console.log(\'test\')">Hello</p></div></div></di	CODE
LOW⚡	tests/Entity/PageContentFilteringTest.php	323	'<div onclick="console.log(\'test\')">Lorem ipsum dolor sit amet.</div><p onclick="console.log(\'test\')">He	CODE
LOW⚡	tests/Entity/PageContentFilteringTest.php	323	'<div onclick="console.log(\'test\')">Lorem ipsum dolor sit amet.</div><p onclick="console.log(\'test\')">He	CODE
LOW	tests/Commands/CreateAdminCommandTest.php	207	'email' => 'admin@example.com',	CODE
LOW⚡	public/libs/tinymce/tinymce.min.js	4	!function(){"use strict";var e=function(e){if(null===e)return"null";if(void 0===e)return"undefined";var t=typeof e;retur	CODE
LOW	public/libs/tinymce/themes/silver/theme.min.js	4	!function(){"use strict";const e=Object.getPrototypeOf,t=(e,t,o)=>{var n;return!!o(e,t.prototype)\|\|(null===(n=e.construc	CODE
LOW	dev/api/responses/shelves-read.json	70	"description": "Lorem ipsum dolor sit amet, consectetur adipiscing elit.",	CODE
LOW	dev/api/responses/shelves-read.json	70	"description": "Lorem ipsum dolor sit amet, consectetur adipiscing elit.",	CODE

Over-Commented Block23 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW	jest.config.ts	21	// Indicates whether the coverage information should be collected while executing the test	COMMENT
LOW	jest.config.ts	41	// "text",	COMMENT
LOW	jest.config.ts	61	// forceCoverageMatch: [],	COMMENT
LOW	jest.config.ts	81		COMMENT
LOW	jest.config.ts	121	// Use this configuration option to add custom reporters to Jest	COMMENT
LOW	jest.config.ts	141	"./resources/js"	COMMENT
LOW	jest.config.ts	161		COMMENT
LOW	jest.config.ts	181	// This option allows the use of a custom results processor	COMMENT
LOW	app/Config/oidc.php	41	// A false value force-disables RP-Initiated Logout.	COMMENT
LOW	app/Config/app.php	21	// Shows much more verbose error messages. Has potential to show	COMMENT
LOW	app/Config/app.php	41	// This setting is a string of characters which represent different available filters:	COMMENT
LOW	app/Config/app.php	61	// and used by BookStack in URL generation.	COMMENT
LOW	app/Config/app.php	81	// Space separated if multiple. BookStack host domain is auto-inferred, in addition to	COMMENT
LOW	app/Config/session.php	41	// When using the "apc" or "memcached" session drivers, you may specify a	COMMENT
LOW	app/Config/session.php	61	// your application but you are free to change this when necessary.	COMMENT
LOW	app/Config/session.php	81		COMMENT
LOW	app/Config/debugbar.php	21		COMMENT
LOW	app/Config/debugbar.php	121		COMMENT
LOW	app/Config/saml2.php	61	// SAML protocol binding to be used when returning the <Response>	COMMENT
LOW	app/Config/logging.php	21	// messages to the logs. The name specified in this option should match	COMMENT
LOW	resources/js/wysiwyg/ui/defaults/toolbars.ts	201		COMMENT
LOW	resources/js/wysiwyg/lexical/core/LexicalReconciler.ts	721	// We also want to make sure we clear them down, otherwise we	COMMENT
LOW	…xical/core/nodes/__tests__/unit/LexicalTabNode.test.ts	61	invariant($isRangeSelection(selection), 'isRangeSelection(selection)');	COMMENT

AI Slop Vocabulary5 hits · 15 pts

Severity	File	Line	Snippet	Context
MEDIUM	app/Config/logging.php	37	// you a variety of powerful log handlers / formatters to utilize.	COMMENT
MEDIUM	resources/js/wysiwyg/lexical/core/LexicalUpdates.ts	252	// We leverage editor._dirtyLeaves to track the new dirty leaves after the transforms	COMMENT
MEDIUM	…iwyg/lexical/core/__tests__/unit/LexicalEditor.test.ts	529	// Add transform makes everything dirty the first time (let's not leverage this here)	COMMENT
MEDIUM⚡	public/libs/tinymce/tinymce.min.js	4	!function(){"use strict";var e=function(e){if(null===e)return"null";if(void 0===e)return"undefined";var t=typeof e;retur	CODE
MEDIUM⚡	public/libs/tinymce/tinymce.min.js	4	!function(){"use strict";var e=function(e){if(null===e)return"null";if(void 0===e)return"undefined";var t=typeof e;retur	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	public/libs/tinymce/themes/silver/theme.min.js	4	!function(){"use strict";const e=Object.getPrototypeOf,t=(e,t,o)=>{var n;return!!o(e,t.prototype)\|\|(null===(n=e.construc	CODE

Slop Phrases2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	…xical/core/__tests__/unit/LexicalSerialization.test.ts	110	const expectedStringifiedEditorState = `{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","	CODE
LOW	…xical/core/__tests__/unit/LexicalSerialization.test.ts	119	`{"root":{"children":[{"children":[{"detail":0,"format":0,"mode":"normal","style":"","text":"Welcome to the play	CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	resources/js/wysiwyg/lexical/utils/index.ts	426	// TODO: implement this functionality	COMMENT

BookStackApp/BookStack

Open-Source Code Quality, Security and Technical Debt Review