0.4

Adjusted Signal

0.4

Raw Pattern Score

100%

Time Factor

2026-10-28

Last Push

25.6K

Stars

PHP

Language

216.7K

Lines of Code

1.9K

Files

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 1.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 58 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

Are imports declared and package/API names verified? 28 finding(s).

Agent Over-Engineering Ratio 1.1/100 · LOW

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

PR Review Velocity Impact 2.0/100 · LOW

Which changes need focused human review? 86 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 1LOW 85

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 86 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 Identifiers49 hits · 49 pts

Severity	File	Line	Snippet	Context
LOW	…s/PersonalizeContactInformationTypeIndexViewHelper.php	33	public static function dtoContactInformationType(ContactInformationType $type): array	CODE
LOW	…p/Domains/Settings/CreateAccount/Jobs/SetupAccount.php	131	private function addTemplatePageContactInformation(): void	CODE
LOW	…p/Domains/Settings/CreateAccount/Jobs/SetupAccount.php	402	private function addTemplatePageLifeEvents(): void	CODE
LOW	…p/Domains/Settings/CreateAccount/Jobs/SetupAccount.php	445	private function addTemplatePageInformation(): void	CODE
LOW	…ins/Settings/ManageUsers/Services/AcceptInvitation.php	66	private function createNotificationChannel(): void	CODE
LOW	…ageReminders/Jobs/ProcessScheduledContactReminders.php	81	private function updateScheduledContactReminderTriggeredAt($scheduledReminder): void	CODE
LOW	…ageReminders/Jobs/ProcessScheduledContactReminders.php	88	private function updateNumberOfTimesTriggered(int $id): void	CODE
LOW	…act/ManageReminders/Services/UpdateContactReminder.php	84	private function deleteOldScheduledReminders(): void	CODE
LOW	…act/ManageReminders/Services/UpdateContactReminder.php	89	private function scheduledReminderForAllUsersInVault(): void	CODE
LOW	…act/ManageReminders/Services/CreateContactReminder.php	82	private function scheduledReminderForAllUsersInVault(): void	CODE
LOW	…nageContactImportantDates/Dav/ImportImportantDates.php	90	private function createContactImportantDate(Contact $contact, array $date): void	CODE
LOW	…nageContactImportantDates/Dav/ImportImportantDates.php	105	private function updateContactImportantDate(Contact $contact, ContactImportantDate $importantDate): bool	CODE
LOW	…nageContactImportantDates/Dav/ImportImportantDates.php	127	private function removeContactImportantDate(Contact $contact, ContactImportantDate $importantDate): void	CODE
LOW	…t/DavClient/Services/Utils/AddressBookSynchronizer.php	205	private function callSyncCollectionWhenNeeded(): array	CODE
LOW	…ct/DavClient/Services/Utils/PrepareJobsContactPush.php	74	private function preparePushChangedContacts(Collection $contacts, Collection $changes): Collection	CODE
LOW	…Client/Services/Utils/PrepareJobsContactPushMissed.php	42	private function preparePushMissedContacts(Collection $added, Collection $distContacts, Collection $localContacts):	CODE
LOW	…ains/Contact/Dav/Web/Backend/CalDAV/ICalDAVBackend.php	98	public function updateOrCreateCalendarObject(?string $calendarId, string $objectUri, string $calendarData): ?string;	CODE
LOW	…ntact/Dav/Web/Backend/CalDAV/AbstractCalDAVBackend.php	119	public function updateOrCreateCalendarObject(?string $calendarId, ?string $objectUri, ?string $calendarData): ?strin	CODE
LOW	…ageContactInformation/Dav/ExportContactInformation.php	42	private function addContactInformationToVCard(VCard $vcard, ContactInformation $contactInformation)	CODE
LOW	…tings/Web/ViewHelpers/VaultSettingsIndexViewHelper.php	334	public static function dtoQuickFactTemplateEntry(VaultQuickFactsTemplate $template): array	CODE
LOW	…ult/ManageVaultSettings/Services/RemoveVaultAccess.php	88	private function removeAllRemindersForThisUserInThisVault(): void	CODE
LOW	app/Domains/Vault/ManageVault/Services/CreateVault.php	96	private function populateDefaultContactImportantDateTypes(): void	CODE
LOW	app/Domains/Vault/ManageVault/Services/CreateVault.php	117	private function populateMoodTrackingParameters(): void	CODE
LOW	app/Domains/Vault/ManageVault/Services/CreateVault.php	156	private function populateDefaultLifeEventCategories(): void	CODE
LOW	app/Domains/Vault/ManageVault/Services/CreateVault.php	336	private function populateDefaultQuickVaultTemplateEntries(): void	CODE
LOW	app/Traits/JsonRespondController.php	70	public function respondNotTheRightParameters(?string $message = null): JsonResponse	CODE
LOW	app/Providers/TelescopeServiceProvider.php	42	protected function hideSensitiveRequestDetails()	CODE
LOW	app/Models/Note.php	52	public function searchIndexShouldBeUpdated()	CODE
LOW	app/Models/Group.php	58	public function searchIndexShouldBeUpdated()	CODE
LOW	app/Models/Vault.php	141	public function contactImportantDateTypes(): HasMany	CODE
LOW	app/Models/Vault.php	251	public function quickFactsTemplateEntries(): HasMany	CODE
LOW	app/Models/User.php	160	public function sendEmailVerificationNotification(): void	CODE
LOW	app/Models/Contact.php	134	public function searchIndexShouldBeUpdated()	CODE
LOW	app/Models/Loan.php	58	public function searchIndexShouldBeUpdated()	CODE
LOW	app/Actions/AttemptToAuthenticateSocialite.php	176	protected function throwFailedAuthenticationException(Request $request, string $driver, ?string $message = null): vo	CODE
LOW	app/Actions/AttemptToAuthenticateSocialite.php	200	protected function twoFactorChallengeResponse(Request $request, ?User $user): Response	CODE
LOW	app/Actions/AttemptToAuthenticateWebauthn.php	83	protected function throwFailedAuthenticationException(Request $request)	CODE
LOW	…Actions/Fortify/RedirectIfTwoFactorAuthenticatable.php	59	protected function throwFailedAuthenticationException(Request $request): void	CODE
LOW	…Actions/Fortify/RedirectIfTwoFactorAuthenticatable.php	84	protected function twoFactorChallengeResponse(Request $request, ?User $user)	CODE
LOW	app/Helpers/DateHelper.php	89	public static function formatDayAndMonthInParenthesis(Carbon $date, ?string $timezone = null): string	CODE
LOW	app/Helpers/VaultHelper.php	14	public static function getPermissionFriendlyName(int $permission): string	CODE
LOW	app/Helpers/UserHelper.php	15	public static function getInformationAboutContact(User $user, Vault $vault): ?array	CODE
LOW	app/Helpers/UserHelper.php	21	private static function internalGetInformationAboutContact(User $user, Vault $vault): ?array	CODE
LOW	app/Services/BaseService.php	159	private function validateAuthorBelongsToAccount(array $data): void	CODE
LOW	app/Services/BaseService.php	170	private function validateAuthorIsAccountAdministrator(): void	CODE
LOW	app/Services/BaseService.php	190	public function validateUserPermissionInVault(int $permission): void	CODE
LOW	app/Services/BaseService.php	205	public function validateContactBelongsToVault(array $data): void	CODE
LOW	app/Services/BaseService.php	220	public function validateGroupBelongsToVault(array $data): void	CODE
LOW	…emplates/Services/RemoveModuleFromTemplatePageTest.php	99	private function associateTemplatePageAndModule(Account $accountA, Account $accountB): void	CODE

Fake / Example Data28 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	config/scribe.php	120	'placeholder' => '{YOUR_AUTH_KEY}',	CODE
LOW	resources/js/Shared/Form/TextInput.vue	107	:placeholder="placeholder"	CODE
LOW	resources/js/Shared/Form/ComboBox.vue	94	:placeholder="placeholder"	CODE
LOW	resources/js/Shared/Form/ComboBox.vue	108	:placeholder="placeholder"	CODE
LOW	resources/js/Shared/Form/Dropdown.vue	92	:placeholder="placeholder"	CODE
LOW	resources/js/Shared/Form/ContactSelector.vue	187	:placeholder="placeholder"	CODE
LOW	…omains/Contact/ManageContact/Dav/ImportContactTest.php	62	'FN' => 'John Doe',	CODE
LOW	…omains/Contact/ManageContact/Dav/ImportContactTest.php	83	'FN' => 'John Doe',	CODE
LOW	…omains/Contact/ManageContact/Dav/ImportContactTest.php	102	'FN' => 'John Doe',	CODE
LOW	…iewHelpers/Actions/ActionFeedMoodTrackingEventTest.php	53	'name' => 'John Doe',	CODE
LOW	…rs/Actions/ActionFeedGenericContactInformationTest.php	31	'name' => 'John Doe',	CODE
LOW	…eb/ViewHelpers/Actions/ActionFeedLabelAssignedTest.php	50	'name' => 'John Doe',	CODE
LOW	…Feed/Web/ViewHelpers/Actions/ActionFeedAddressTest.php	79	'name' => 'John Doe',	CODE
LOW	…ewHelpers/Actions/ActionFeedContactInformationTest.php	59	'name' => 'John Doe',	CODE
LOW	…actFeed/Web/ViewHelpers/Actions/ActionFeedGoalTest.php	48	'name' => 'John Doe',	CODE
LOW	…actFeed/Web/ViewHelpers/Actions/ActionFeedNoteTest.php	50	'name' => 'John Doe',	CODE
LOW	…tactFeed/Web/ViewHelpers/Actions/ActionFeedPetTest.php	56	'name' => 'John Doe',	CODE
LOW	…/Unit/Domains/Contact/DAV/Services/ImportVCardTest.php	130	'FN' => 'John Doe',	CODE
LOW	…/Unit/Domains/Contact/DAV/Services/ImportVCardTest.php	253	'FN' => 'John Doe',	CODE
LOW	…nageNotes/Web/ViewHelpers/NotesIndexViewHelperTest.php	61	'name' => 'John Doe',	CODE
LOW	…ontactInformation/Dav/ImportContactInformationTest.php	46	'EMAIL' => 'test@test.com',	CODE
LOW	…ontactInformation/Dav/ImportContactInformationTest.php	53	$this->assertEquals('test@test.com', $email->data);	CODE
LOW	…ontactInformation/Dav/ImportContactInformationTest.php	78	$vcard->add('EMAIL', 'test@test.com', [	CODE
LOW	…ontactInformation/Dav/ImportContactInformationTest.php	86	$this->assertEquals('test@test.com', $email->data);	CODE
LOW	…ontactInformation/Dav/ImportContactInformationTest.php	109	$vcard->add('EMAIL', 'test@test.com', [	CODE
LOW	…ontactInformation/Dav/ImportContactInformationTest.php	117	$this->assertEquals('test@test.com', $email->data);	CODE
LOW	…ontactInformation/Dav/ImportContactInformationTest.php	300	'EMAIL' => 'test@test.com',	CODE
LOW	…ontactInformation/Dav/ImportContactInformationTest.php	308	$this->assertEquals('test@test.com', $contactInformation->data);	CODE

Over-Commented Block7 hits · 7 pts

Severity	File	Line	Snippet	Context
LOW	config/scribe.php	181	// so make sure it points to an accessible URL or path. Set to false to not use a logo.	COMMENT
LOW	resources/js/bootstrap.js	21	// import Echo from 'laravel-echo';	COMMENT
LOW	tests/Unit/Domains/Contact/DAV/Services/CardDAVTest.php	201	// $user = $this->createUser();	COMMENT
LOW	tests/Unit/Domains/Contact/DAV/Services/CardDAVTest.php	221	// $response->assertHeader('X-Sabre-Version');	COMMENT
LOW	tests/Unit/Domains/Contact/DAV/Services/CardDAVTest.php	241	// $response = $this->call('PROPPATCH', "/dav/addressbooks/{$user->email}/contacts", [], [], [],	COMMENT
LOW	…ts/Unit/Domains/Contact/DAV/Services/DAVServerTest.php	181	// $response->assertStatus(207);	COMMENT
LOW	…ts/Unit/Domains/Contact/DAV/Services/DAVServerTest.php	201		COMMENT

Slop Phrases2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	config/telescope.php	113	\| a request or task is executed. Feel free to customize this list.	CODE
LOW	config/scribe.php	84	// Don't forget to enable CORS headers for your endpoints.	COMMENT

monicahq/monica

Open-Source Code Quality, Security and Technical Debt Review