3.6

Adjusted Signal

3.6

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

9.9K

Stars

PHP

Language

236.8K

Lines of Code

1.8K

Files

794

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 15.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 775 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.0/100 · LOW

Are imports declared and package/API names verified? 17 finding(s).

Agent Over-Engineering Ratio 15.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 771 finding(s).

PR Review Velocity Impact 15.9/100 · LOW

Which changes need focused human review? 794 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 2HIGH 0MEDIUM 3LOW 789

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 794 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 Identifiers769 hits · 800 pts

Severity	File	Line	Snippet	Context
LOW	app/Core/DateParser.php	265	public function getTimestampFromIsoFormat($value)	CODE
LOW	app/Core/Security/Token.php	73	public function validateReusableCSRFToken($token)	CODE
LOW	app/Core/Security/AuthenticationManager.php	174	public function getPostAuthenticationProvider()	CODE
LOW	app/Core/Ldap/Client.php	120	public function useAnonymousAuthentication()	CODE
LOW	app/Core/Ldap/Client.php	227	protected function checkForServerConnectionError()	CODE
LOW	app/Core/User/UserSession.php	79	public function getCredentialsFingerprint()	CODE
LOW	app/Core/User/UserSession.php	117	public function isPostAuthenticationValidated()	CODE
LOW	app/Core/User/UserSession.php	127	public function setPostAuthenticationAsValidated()	CODE
LOW	app/Core/User/UserSession.php	152	public function disablePostAuthentication()	CODE
LOW	app/Core/Http/Response.php	92	public function withContentSecurityPolicy(array $policies = array())	CODE
LOW	app/Core/Http/Response.php	122	public function withStrictTransportSecurity()	CODE
LOW	app/Core/ExternalTask/ExternalTaskProviderInterface.php	78	public function getModificationFormTemplate();	CODE
LOW	app/Validator/UserValidator.php	112	public function validatePasswordModification(array $values)	CODE
LOW	app/Validator/TaskValidator.php	195	public function validateProjectModification(array $values)	CODE
LOW	app/Validator/BaseValidator.php	46	protected function commonPasswordValidationRules()	CODE
LOW	app/Controller/AnalyticController.php	139	public function estimatedVsActualByColumn()	CODE
LOW	app/Controller/ProjectCreationController.php	97	private function isDestinationProjectPrivate(array $values)	CODE
LOW	app/Controller/ProjectCreationController.php	117	private function checkSourceProjectAccessAllowed($projectId)	CODE
LOW	app/Controller/ProjectCreationController.php	130	private function checkTeamProjectCreationAllowed()	CODE
LOW	app/Controller/ProjectCreationController.php	143	private function checkPrivateProjectCreationAllowed()	CODE
LOW	app/Controller/ICalendarController.php	108	protected function getConditionForTasksWithStartAndDueDate($start_time, $end_time, $start_column, $end_column)	CODE
LOW	app/Controller/BaseController.php	36	protected function checkReusableGETCSRFParam()	CODE
LOW	app/Action/TaskCreation.php	41	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskCreation.php	52	public function getEventRequiredParameters()	CODE
LOW	app/Action/StopSubtaskTimerMoveTaskColumn.php	46	public function getActionRequiredParameters()	CODE
LOW	app/Action/StopSubtaskTimerMoveTaskColumn.php	59	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskMoveColumnAssigned.php	46	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskMoveColumnAssigned.php	60	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskDuplicateAnotherProject.php	47	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskDuplicateAnotherProject.php	61	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskEmailNoActivity.php	45	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskEmailNoActivity.php	60	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskMoveSwimlaneAssigned.php	48	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskMoveSwimlaneAssigned.php	63	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskAssignColorLink.php	45	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskAssignColorLink.php	59	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskCloseColumn.php	45	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskCloseColumn.php	56	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskAssignCreator.php	45	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskAssignCreator.php	58	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskAssignColorOnStartDate.php	45	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskAssignColorOnStartDate.php	59	public function getEventRequiredParameters()	CODE
LOW	app/Action/SubtaskTimerMoveTaskColumn.php	46	public function getActionRequiredParameters()	CODE
LOW	app/Action/SubtaskTimerMoveTaskColumn.php	60	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskAssignColorOnDueDate.php	45	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskAssignColorOnDueDate.php	59	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskAssignColorSwimlane.php	46	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskAssignColorSwimlane.php	60	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskAssignDueDateOnMoveColumn.php	45	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskAssignDueDateOnMoveColumn.php	58	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskAssignColorUser.php	46	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskAssignColorUser.php	60	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskEmail.php	47	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskEmail.php	62	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskAssignCategorySwimlaneChange.php	46	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskAssignCategorySwimlaneChange.php	60	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskUpdateStartDateOnMoveColumn.php	44	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskUpdateStartDateOnMoveColumn.php	57	public function getEventRequiredParameters()	CODE
LOW	app/Action/TaskAssignDueDateOnCreation.php	45	public function getActionRequiredParameters()	CODE
LOW	app/Action/TaskAssignDueDateOnCreation.php	58	public function getEventRequiredParameters()	CODE
709 more matches not shown…

Hallucination Indicators2 hits · 30 pts

Severity	File	Line	Snippet	Context
CRITICAL⚡	assets/js/vendor.min.js	2	!function(e,t){"use strict";"object"==typeof module&&"object"==typeof module.exports?module.exports=e.document?t(e,!0):f	CODE
CRITICAL⚡	assets/js/vendor.min.js	8	!function(t){"use strict";"function"==typeof define&&define.amd?define(["jquery"],t):t(jQuery)}(function(V){"use strict"	CODE

Fake / Example Data15 hits · 16 pts

Severity	File	Line	Snippet	Context
LOW	app/Template/task_duplication/move.php	22	'placeholder' => t('Choose a project'),	CODE
LOW	app/Template/task_duplication/copy.php	21	'placeholder' => t('Choose a project'),	CODE
LOW	app/Template/header/board_selector.php	3	'placeholder' => t('Display another project'),	CODE
LOW	app/Helper/FormHelper.php	239	'placeholder' => t('Write your text in Markdown'),	CODE
LOW	tests/units/Core/User/UserPropertyTest.php	120	'email' => 'admin@example.org',	CODE
LOW	…ts/units/Controller/UserModificationControllerTest.php	28	'email' => 'admin@example.org',	CODE
LOW	…ts/units/Controller/UserModificationControllerTest.php	63	$this->assertEquals('admin@example.org', $updatedUser['email']);	CODE
LOW	tests/units/Filter/ProjectActivityCreatorFilterTest.php	46	$filter = new ProjectActivityCreatorFilter('John Doe');	CODE
LOW	tests/units/Filter/UserNameFilterTest.php	14	$this->assertEquals(2, $userModel->create(array('username' => 'jdoe', 'name' => 'John Doe')));	CODE
LOW	assets/js/app.min.js	232	this.render=function(){KB.on('select.dropdown.loading.start',onLoadingStart);KB.on('select.dropdown.loading.stop',onLoad	CODE
LOW	assets/js/app.min.js	300	var textWrapper=KB.dom(containerElement).find('script');textareaElement.html(textWrapper.innerHTML);if(options.placehold	CODE
LOW⚡	assets/js/vendor.min.js	8	!function(t){"use strict";"function"==typeof define&&define.amd?define(["jquery"],t):t(jQuery)}(function(V){"use strict"	CODE
LOW	assets/js/vendor.min.js	3234	!function(n){"function"==typeof define&&define.amd?define(["jquery"],n):"object"==typeof module&&module.exports?module.e	CODE
LOW	assets/js/components/select-dropdown-autocomplete.js	274	.attr('placeholder', getPlaceholderValue())	CODE
LOW	assets/js/components/text-editor.js	74	textareaElement.attr('placeholder', options.placeholder);	CODE

Over-Commented Block5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	libs/minify/src/JS.php	241	return $placeholder;	COMMENT
LOW	libs/minify/src/JS.php	281	// quite often, `/` after `)` is a division operator & if it happens to	COMMENT
LOW	libs/minify/src/CSS.php	581	// strip units after zeroes (0px -> 0)	COMMENT
LOW	libs/erusev/parsedown/Parsedown.php	1	<?php	COMMENT
LOW	…bs/swiftmailer/classes/Swift/Mime/SimpleMimeEntity.php	81	public function __construct(Swift_Mime_HeaderSet $headers, Swift_Mime_ContentEncoder $encoder, Swift_KeyCache $cache	COMMENT

Excessive Try-Catch Wrapping2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/scripts/commit-checker.py	22	print(f"Error retrieving commit message: {e}")	CODE
MEDIUM	.github/workflows/scripts/commit-checker.py	59	print(f"Error checking commit range: {e}")	CODE

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	libs/phpqrcode/lib/PHPQRCode.php	14	* Config file, feel free to modify	COMMENT

kanboard/kanboard

Open-Source Code Quality, Security and Technical Debt Review