1.7

Adjusted Signal

1.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

10.3K

Stars

PHP

Language

332.6K

Lines of Code

4.0K

Files

522

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 7.3/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 458 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.9/100 · LOW

Are imports declared and package/API names verified? 61 finding(s).

Agent Over-Engineering Ratio 7.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 454 finding(s).

PR Review Velocity Impact 7.7/100 · LOW

Which changes need focused human review? 522 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 4LOW 518

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 522 distinct pattern matches across 6 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 Identifiers451 hits · 495 pts

Severity	File	Line	Snippet	Context
LOW	…/livewire/Mechanisms/HandleRequests/HandleRequests.php	35	function skipRequestPayloadTamperingMiddleware()	CODE
LOW	app/Traits/DateTime.php	183	protected function getFinancialPeriodsOfYear(	CODE
LOW	app/Traits/Transactions.php	43	public function isNotRecurringTransaction(): bool	CODE
LOW	app/Traits/Transactions.php	176	public function storeTransactionPdfAndGetPath(Transaction $transaction): string	CODE
LOW	app/Traits/Transactions.php	198	public function getTranslationsForConnect(string $type = Transaction::INCOME_TYPE): array	CODE
LOW	app/Traits/Transactions.php	225	public function getTransactionFormRoutesOfType(string $type): array	CODE
LOW⚡	app/Traits/Transactions.php	249	public function getTypeRecurringTransaction(string $type = Transaction::INCOME_RECURRING_TYPE): string	CODE
LOW⚡	app/Traits/Transactions.php	258	public function getRealTypeOfRecurringTransaction(string $recurring_type): string	CODE
LOW⚡	app/Traits/Transactions.php	263	public function getRealTypeOfTransferTransaction(string $transfer_type): string	CODE
LOW⚡	app/Traits/Transactions.php	268	public function getRealTypeOfSplitTransaction(string $transfer_type): string	CODE
LOW⚡	app/Traits/Transactions.php	278	public function increaseNextTransactionNumber(string $type = 'income', string $suffix = ''): void	CODE
LOW	app/Traits/Currencies.php	56	public function getAmountConvertedToDefault($format = false, $with_tax = true)	CODE
LOW	app/Traits/Currencies.php	61	public function getAmountConvertedFromDefault($format = false, $with_tax = true)	CODE
LOW	app/Traits/Tailwind.php	9	public function getHexCodeOfTailwindClass($class)	CODE
LOW	app/Traits/Permissions.php	28	public function attachPermissionsByRoleNames($roles)	CODE
LOW⚡	app/Traits/Permissions.php	39	public function attachPermissionsToAdminRoles($permissions)	CODE
LOW⚡	app/Traits/Permissions.php	44	public function attachPermissionsToPortalRoles($permissions)	CODE
LOW⚡	app/Traits/Permissions.php	49	public function attachPermissionsToAllRoles($permissions, $require = 'read-admin-panel')	CODE
LOW⚡	app/Traits/Permissions.php	54	public function detachPermissionsByRoleNames($roles)	CODE
LOW⚡	app/Traits/Permissions.php	63	public function detachPermissionsFromAdminRoles($permissions)	CODE
LOW⚡	app/Traits/Permissions.php	68	public function detachPermissionsFromPortalRoles($permissions)	CODE
LOW⚡	app/Traits/Permissions.php	73	public function detachPermissionsFromAllRoles($permissions, $require = 'read-admin-panel')	CODE
LOW	app/Traits/Permissions.php	121	public function attachDefaultModulePermissions($module, $require = null)	CODE
LOW	app/Traits/Permissions.php	130	public function attachModuleReportPermissions($module, $require = null)	CODE
LOW	app/Traits/Permissions.php	155	public function attachModuleWidgetPermissions($module, $require = null)	CODE
LOW	app/Traits/Permissions.php	180	public function attachModuleSettingPermissions($module, $require = null)	CODE
LOW	app/Traits/Permissions.php	200	public function createModuleReportPermission($module, $class)	CODE
LOW	app/Traits/Permissions.php	216	public function createModuleWidgetPermission($module, $class)	CODE
LOW	app/Traits/Permissions.php	232	public function createModuleSettingPermission($module, $action)	CODE
LOW	app/Traits/Permissions.php	237	public function createModuleControllerPermission($module, $action, $controller)	CODE
LOW	app/Traits/Permissions.php	349	public function attachPermissionsByAction($role, $page, $action_list)	CODE
LOW	app/Traits/Permissions.php	354	public function detachPermissionsByAction($role, $page, $action_list)	CODE
LOW	app/Traits/Permissions.php	425	public function assignPermissionsToController()	CODE
LOW	app/Traits/Permissions.php	492	public function getControllerPermissionName(string $uses): string	CODE
LOW	app/Traits/Charts.php	205	public function getLocaleTranslationOfChart(?string $locale = null): array	CODE
LOW	app/Traits/Documents.php	34	public function getRecurringDocumentTypes() : array	CODE
LOW	app/Traits/Documents.php	64	public function increaseNextDocumentNumber(string $type): void	CODE
LOW	app/Traits/Documents.php	109	public function getDocumentStatusesForFuture()	CODE
LOW	app/Traits/Documents.php	179	public function storeDocumentPdfAndGetPath($document)	CODE
LOW	app/Traits/Documents.php	199	public function getTotalsForFutureDocuments($type = 'invoice', $documents = null)	CODE
LOW	app/Traits/Documents.php	242	public function canNotifyTheContactOfDocument(Document $document): bool	CODE
LOW	app/Traits/Documents.php	278	public function getRealTypeOfRecurringDocument(string $recurring_type): string	CODE
LOW	app/Traits/SearchString.php	139	public function stripUnknownSearchStringTokens(	CODE
LOW⚡	app/Traits/Recurring.php	128	public function getRecurringRuleStartDate()	CODE
LOW⚡	app/Traits/Recurring.php	133	public function getRecurringRuleUntilDate()	CODE
LOW⚡	app/Traits/Recurring.php	138	public function getRecurringRuleTodayDate()	CODE
LOW⚡	app/Traits/Recurring.php	143	public function getRecurringRuleTomorrowDate()	CODE
LOW	app/Traits/Recurring.php	163	public function getRecurringRuleFrequency()	CODE
LOW	app/Traits/Modules.php	438	public function getModulesLimitOfSubscription()	CODE
LOW	app/Traits/Modules.php	479	public function getModuleLimitOfSubscription($alias, $version = null)	CODE
LOW	app/Traits/ViewComponents.php	525	protected function getBulkActionRouteParameters($type, $bulkActionRouteParameters)	CODE
LOW	app/Traits/ViewComponents.php	614	protected function getTextSectionDescription($type, $key, $default_key = '')	CODE
LOW	app/Traits/Categories.php	81	public function getDirectCostCategoryTypes(string $return = 'array'): string\|array	CODE
LOW	app/Traits/Categories.php	86	public function getExpenseAndDirectCostCategoryTypes(string $return = 'array'): string\|array	CODE
LOW	app/Traits/Categories.php	120	public function addDirectCostCategoryType(string $new_type): void	CODE
LOW	app/Traits/Categories.php	301	public function getCategoryWithoutChildren(int $id): mixed	CODE
LOW	app/Providers/App.php	65	protected function reportUnsafeUploadProgress()	CODE
LOW	app/Models/Auth/User.php	176	public function sendPasswordResetNotification($token)	CODE
LOW	app/Models/Document/Document.php	520	public function getRecurringStatusLabelAttribute()	CODE
LOW	app/Models/Document/Document.php	534	public function getAmountWithoutTaxAttribute()	CODE
391 more matches not shown…

Fake / Example Data61 hits · 61 pts

Severity	File	Line	Snippet	Context
LOW	resources/lang/tr-TR/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/sq-AL/general.php	203	'placeholder' => [	CODE
LOW	resources/lang/fr-FR/general.php	301	'placeholder' => [	CODE
LOW	resources/lang/de-DE/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/pl-PL/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/da-DK/general.php	278	'placeholder' => [	CODE
LOW	resources/lang/el-GR/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/es-ES/general.php	301	'placeholder' => [	CODE
LOW	resources/lang/ru-RU/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/ca-ES/general.php	295	'placeholder' => [	CODE
LOW	resources/lang/lv-LV/general.php	273	'placeholder' => [	CODE
LOW	resources/lang/es-MX/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/et-EE/general.php	203	'placeholder' => [	CODE
LOW	resources/lang/en-AU/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/ar-SA/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/en-GB/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/bs-BA/general.php	272	'placeholder' => [	CODE
LOW	resources/lang/nl-NL/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/ms-MY/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/mk-MK/general.php	299	'placeholder' => [	CODE
LOW	resources/lang/zh-CN/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/ro-RO/general.php	272	'placeholder' => [	CODE
LOW	resources/lang/hi-IN/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/sl-SI/general.php	290	'placeholder' => [	CODE
LOW	resources/lang/cs-CZ/general.php	289	'placeholder' => [	CODE
LOW	resources/lang/zh-TW/general.php	202	'placeholder' => [	CODE
LOW	resources/lang/nb-NO/general.php	210	'placeholder' => [	CODE
LOW	resources/lang/pt-BR/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/it-IT/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/id-ID/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/az-AZ/general.php	202	'placeholder' => [	CODE
LOW	resources/lang/sv-SE/general.php	273	'placeholder' => [	CODE
LOW	resources/lang/en-US/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/ne-NP/general.php	210	'placeholder' => [	CODE
LOW	resources/lang/fi-FI/general.php	202	'placeholder' => [	CODE
LOW	resources/lang/bg-BG/general.php	300	'placeholder' => [	CODE
LOW	resources/lang/fa-IR/general.php	199	'placeholder' => [	CODE
LOW	resources/views/components/form/input/text.blade.php	16	{{ $attributes->except(['placeholder', 'disabled', 'required', 'readonly', 'v-error', 'v-error-message']) }}	CODE
LOW	…sources/views/components/form/input/password.blade.php	23	{{ $attributes->except(['placeholder', 'disabled', 'required', 'readonly', 'v-error', 'v-error-message']) }}	CODE
LOW	resources/views/components/form/input/input.blade.php	17	{{ $attributes->except(['placeholder', 'disabled', 'required', 'readonly', 'v-error', 'v-error-message']) }}	CODE
LOW	resources/views/components/form/input/email.blade.php	18	{{ $attributes->except(['placeholder', 'disabled', 'required', 'readonly', 'v-error', 'v-error-message']) }}	CODE
LOW	resources/views/components/form/input/radio.blade.php	22	{{ $attributes->except(['placeholder', 'disabled', 'required', 'readonly', 'v-error', 'v-error-message', 'option	CODE
LOW	resources/views/components/form/input/number.blade.php	18	{{ $attributes->except(['placeholder', 'disabled', 'required', 'readonly', 'v-error', 'v-error-message']) }}	CODE
LOW	resources/views/components/form/input/color.blade.php	31	@if (isset($attributes['placeholder']))	CODE
LOW	resources/views/components/form/input/color.blade.php	32	placeholder="{{ $attributes['placeholder'] }}"	CODE
LOW	resources/views/components/form/input/hidden.blade.php	15	{{ $attributes->except(['placeholder', 'disabled', 'required', 'readonly', 'v-error', 'v-error-message']) }}	CODE
LOW	…sources/views/components/form/input/textarea.blade.php	25	{{ $attributes->except(['rows', 'placeholder', 'disabled', 'required', 'readonly']) }}	CODE
LOW	…sources/views/components/form/input/checkbox.blade.php	20	{{ $attributes->except(['placeholder', 'disabled', 'required', 'readonly', 'v-error', 'v-error-message', 'option', '	CODE
LOW	…ces/views/components/form/group/payment_term.blade.php	57	@if (isset($attributes['placeholder']))	CODE
LOW	…ces/views/components/form/group/payment_term.blade.php	58	placeholder="{{ $attributes['placeholder'] }}"	CODE
LOW	…ces/views/components/form/group/invoice_text.blade.php	50	@if (isset($attributes['placeholder']))	CODE
LOW	…ces/views/components/form/group/invoice_text.blade.php	51	placeholder="{{ $attributes['placeholder'] }}"	CODE
LOW	resources/views/components/form/group/color.blade.php	31	@if (isset($attributes['placeholder']))	CODE
LOW	resources/views/components/form/group/color.blade.php	32	placeholder="{{ $attributes['placeholder'] }}"	CODE
LOW	resources/assets/js/components/AkauntingContactCard.vue	28	:placeholder="placeholder"	CODE
LOW	resources/assets/js/components/AkauntingMoney.vue	17	<money :name="name" @input="input" :placeholder="placeholder" v-bind="money" :value="model" :disabled="disab	CODE
LOW	resources/assets/js/components/AkauntingMoney.vue	37	<money :name="name" @input="input" :placeholder="placeholder" v-bind="money" :value="model" :disabled="disab	CODE
LOW	resources/assets/js/components/AkauntingMoney.vue	40	<money v-else :name="name" @input="input" :placeholder="placeholder" v-bind="money" :value="model" :disabled="di	CODE
LOW	resources/assets/js/components/AkauntingDate.vue	25	:placeholder="placeholder"	CODE
LOW	resources/assets/js/components/AkauntingItemButton.vue	18	:placeholder="placeholder"	CODE
1 more matches not shown…

Decorative Section Separators3 hits · 14 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	app/Http/Middleware/AuthenticateOnceWithDynamicApi.php	59	// ── Bearer token → delegate to OAuth middleware ───────────────────────	COMMENT
MEDIUM⚡	app/Http/Middleware/AuthenticateOnceWithDynamicApi.php	68	// ── Basic credentials → delegate to Basic Auth middleware ─────────────	COMMENT
MEDIUM⚡	app/Http/Middleware/AuthenticateOnceWithDynamicApi.php	77	// ── No Authorization header → 401 ─────────────────────────────────────	COMMENT

Over-Commented Block5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	app/Http/Controllers/Common/BulkActions.php	41	$file_name = !empty($tmp[1]) ? Str::studly($tmp[0]) . '\\' . Str::studly($tmp[1]) : Str::studly($tmp[0]);	COMMENT
LOW	resources/assets/js/bootstrap.js	61	// import Echo from 'laravel-echo'	COMMENT
LOW	resources/assets/js/exceptions/trackers/bugsnag.js	1	// Will added as soon as possible	COMMENT
LOW	resources/assets/js/components/AkauntingSelect.vue	1261	if (is_string) {	COMMENT
LOW	…sources/assets/js/components/AkauntingSelectRemote.vue	1601	// } else {	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	config/charts.php	10	\| any chart in the command line. Feel free to modify it or set it up	CODE

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	app/Imports/Settings/Taxes.php	43	// TODO: Add exception error	COMMENT

akaunting/akaunting

Open-Source Code Quality, Security and Technical Debt Review