3.6

Adjusted Signal

3.6

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

8.0K

Stars

PHP

Language

331.8K

Lines of Code

1.5K

Files

1.2K

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 16.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1188 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

Are imports declared and package/API names verified? 21 finding(s).

Agent Over-Engineering Ratio 15.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1158 finding(s).

PR Review Velocity Impact 16.8/100 · LOW

Which changes need focused human review? 1209 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 2LOW 1206

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 1209 distinct pattern matches across 8 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 Identifiers1158 hits · 1131 pts

Severity	File	Line	Snippet	Context
LOW	resources/js/gis_data_editor.ts	17	function disposeGISEditorVisualization () {	CODE
LOW	resources/js/gis_data_editor.ts	27	function initGISEditorVisualization (olData: OlData) {	CODE
LOW	resources/js/gis_data_editor.ts	125	function makeMultiLineStringInputs (prefix: string, data): string {	CODE
LOW	resources/js/gis_data_editor.ts	206	function makeGeometryCollectionGeometryInputs (prefix: string, index: number, data): string {	CODE
LOW	resources/js/gis_data_editor.ts	225	function makeGeometryCollectionInputs (prefix: string, data): string {	CODE
LOW	resources/js/export.ts	16	function disableDumpSomeRowsSubOptions () {	CODE
LOW	resources/js/export.ts	26	function enableDumpSomeRowsSubOptions () {	CODE
LOW	resources/js/export.ts	368	function setupTableStructureOrData () {	CODE
LOW	resources/js/export.ts	527	function checkTableSelectStructureOrData () {	CODE
LOW	resources/js/datetimepicker.ts	3	function registerDatePickerTranslations () {	CODE
LOW	resources/js/datetimepicker.ts	82	function registerTimePickerTranslations () {	CODE
LOW	resources/js/events.ts	159	function eventsEditorModalSaveEventHandler () {	CODE
LOW	resources/js/validator-messages.ts	3	function extendingValidatorMessages () {	CODE
LOW	resources/js/triggers.ts	167	function triggersEditorModalSaveEventHandler () {	CODE
LOW	resources/js/database/structure.ts	89	function addTooltipToFavoriteIcons (): void {	CODE
LOW	resources/js/server/privileges.ts	26	function exportPrivilegesModalHandler (data, msgbox) {	CODE
LOW	resources/js/server/status/monitor.ts	32	function serverResponseErrorModalReloadEventHandler () {	CODE
LOW	resources/js/server/status/monitor.ts	661	function monitorImportConfigImportEventHandler () {	CODE
LOW	resources/js/server/status/monitor.ts	1376	function logAnalyseModalSlowLogEventHandler () {	CODE
LOW	resources/js/server/status/monitor.ts	1381	function logAnalyseModalGeneralLogEventHandler () {	CODE
LOW	resources/js/server/status/monitor.ts	1776	function analysingLogsLogDataLoadedModalJumpEventHandler () {	CODE
LOW	resources/js/server/status/monitor.ts	2073	function queryAnalyzerModalSaveEventHandler () {	CODE
LOW	resources/js/table/change.ts	165	function verifyAfterSearchFieldChange (index, searchFormId) {	CODE
LOW	resources/js/table/change.ts	325	function verificationsAfterFieldChange (urlField, multiEdit, theType) {	CODE
LOW	resources/js/table/change.ts	709	function addNewContinueInsertionFields (event) {	CODE
LOW	resources/js/table/operations.ts	260	function submitPartitionMaintenance () {	CODE
LOW	resources/js/modules/navigation.ts	521	function loadAndHighlightTableOrView ($dbItem, itemName) {	CODE
LOW	resources/js/modules/functions.ts	458	export function displayPasswordGenerateButton () {	CODE
LOW	resources/js/modules/functions.ts	922	export function getCheckAllCheckboxEventHandler () {	CODE
LOW	resources/js/modules/functions.ts	1056	export function getForeignKeyCheckboxLoader () {	CODE
LOW	resources/js/modules/functions.ts	1081	export function teardownSqlQueryEditEvents () {	CODE
LOW	resources/js/modules/functions.ts	1192	export function codeMirrorAutoCompleteOnInputRead (instance) {	CODE
LOW	resources/js/modules/functions.ts	1290	function bindCodeMirrorToInlineEditor () {	CODE
LOW	resources/js/modules/functions.ts	1311	function catchKeypressesFromSqlInlineEdit (event) {	CODE
LOW	resources/js/modules/functions.ts	1591	function resetAttributeForNonNumericType ($typeSelector) {	CODE
LOW	resources/js/modules/functions.ts	1662	function createFunctionConfirmModal (): void {	CODE
LOW	resources/js/modules/functions.ts	1780	export function teardownCreateTableEvents (): void {	CODE
LOW	resources/js/modules/functions.ts	1892	function submitChangesInCreateTableForm (actionParam) {	CODE
LOW	resources/js/modules/functions.ts	2013	export function shouldShowEmptyPasswordWarning (form): boolean {	CODE
LOW	resources/js/modules/functions.ts	2017	export function onloadChangePasswordEvents (): void {	CODE
LOW	resources/js/modules/functions.ts	2164	export function teardownEnumSetEditorMessage (): void {	CODE
LOW	resources/js/modules/functions.ts	2176	export function onloadEnumSetEditorMessage (): void {	CODE
LOW	resources/js/modules/functions.ts	3073	export function getPageSelectorEventHandler () {	CODE
LOW	resources/js/modules/functions.ts	3087	export function teardownRecentFavoriteTables (): void {	CODE
LOW	resources/js/modules/functions.ts	3091	export function onloadRecentFavoriteTables (): void {	CODE
LOW	resources/js/modules/functions.ts	3331	export function getAutoSubmitEventHandler () {	CODE
LOW	resources/js/modules/functions.ts	3433	export function getCheckAllBoxEventHandler () {	CODE
LOW	resources/js/modules/functions.ts	3444	export function getCheckAllFilterEventHandler () {	CODE
LOW	resources/js/modules/functions.ts	3478	export function getSubCheckAllBoxEventHandler () {	CODE
LOW	resources/js/modules/functions.ts	3497	export function getFilterTextEventHandler () {	CODE
LOW	resources/js/modules/functions.ts	3596	export function toggleDatepickerIfInvalid ($td, $inputField) {	CODE
LOW	resources/js/modules/functions.ts	3634	export function getKeyboardFormSubmitEventHandler () {	CODE
LOW	resources/js/modules/functions.ts	3657	export function getSslPasswordEventHandler () {	CODE
LOW	resources/js/modules/functions.ts	3667	export function teardownSortLinkMouseEvent () {	CODE
LOW	resources/js/modules/navigation/event-loader.ts	9	function updateFavoriteTableButton (buttonId: string, htmlContent: string): void {	CODE
LOW	…s/js/modules/navigation/updateNavigationWidthConfig.ts	5	export default function updateNavigationWidthConfig (value: number): void {	CODE
LOW	tests/unit/SqlQueryFormTest.php	85	public function testPMAGetHtmlForSqlQueryFormInsert(): void	CODE
LOW	tests/unit/SqlQueryFormTest.php	125	public function testPMAGetHtmlForSqlQueryForm(): void	CODE
LOW	tests/unit/StorageEngineTest.php	156	public function testGetVariablesLikePattern(): void	CODE
LOW	tests/unit/StorageEngineTest.php	189	public function testGetSupportInformationMessage(): void	CODE
1098 more matches not shown…

Fake / Example Data16 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit/GitTest.php	183	'name' => 'John Doe',	CODE
LOW	tests/unit/GitTest.php	184	'email' => 'john.doe@example.org',	CODE
LOW	tests/unit/GitTest.php	479	'name' => 'John Doe',	CODE
LOW	tests/unit/GitTest.php	480	'email' => 'john.doe@example.org',	CODE
LOW	tests/unit/GitTest.php	619	'name' => 'John Doe',	CODE
LOW	tests/unit/GitTest.php	620	'email' => 'john.doe@example.org',	CODE
LOW	tests/unit/Command/WriteGitRevisionCommandTest.php	109	'John Doe', // Author name	CODE
LOW	tests/unit/Command/WriteGitRevisionCommandTest.php	110	'john.doe@example.org', // Author email	CODE
LOW	src/Plugins/Import/ImportOds.php	215	// Example: <text:a ... xlink:href="mailto:contact@example.org">test@example.fr</text:a>	COMMENT
LOW	src/Dbal/DatabaseInterface.php	1123	* // $user_name = 'John Doe'	COMMENT
LOW	src/Dbal/DatabaseInterface.php	1151	* // $user = array('id' => 123, 'name' => 'John Doe')	COMMENT
LOW⚡	src/Dbal/DatabaseInterface.php	1194	* // $users['123'] = array('id' => 123, 'name' => 'John Doe')	COMMENT
LOW⚡	src/Dbal/DatabaseInterface.php	1199	* // $users['123'] = array(0 => 123, 1 => 'John Doe')	COMMENT
LOW⚡	src/Dbal/DatabaseInterface.php	1206	* // $users['123'] = 'John Doe'	COMMENT
LOW⚡	src/Dbal/DatabaseInterface.php	1247	* // $users['admin'][] = 'John Doe'	COMMENT
LOW⚡	src/Dbal/DatabaseInterface.php	1252	* // $users['admin']['John Doe'] = '123'	COMMENT

Over-Commented Block22 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	config.sample.inc.php	41	// $cfg['Servers'][$i]['controluser'] = 'pma';	COMMENT
LOW	bin/transformations_generator_plugin.sh	1	#!/bin/bash	COMMENT
LOW	resources/js/sql.ts	581	* Attach Event Handler for 'Copy to clipboard'	COMMENT
LOW	resources/js/triggers.ts	241	if (! inserted) {	COMMENT
LOW	tests/unit/LinterTest.php	41	{	COMMENT
LOW	…/Plugins/Transformations/TransformationPluginsTest.php	61	#[CoversClass(IOTransformationsPlugin::class)]	COMMENT
LOW	…/Plugins/Transformations/TransformationPluginsTest.php	81	#[CoversClass(Text_Plain_RegexValidation::class)]	COMMENT
LOW	docs/conf.py	1	# -- coding: utf-8 --	COMMENT
LOW	docs/conf.py	41		COMMENT
LOW	docs/conf.py	61		COMMENT
LOW	docs/conf.py	81	#add_module_names = True	COMMENT
LOW	docs/conf.py	121	# A shorter title for the navigation bar. Default is the same as html_title.	COMMENT
LOW	docs/conf.py	141	#html_extra_path = []	COMMENT
LOW	docs/conf.py	161	# If false, no index is generated.	COMMENT
LOW	docs/conf.py	201	# Grouping the document tree into LaTeX files. List of tuples	COMMENT
LOW	docs/conf.py	281	#epub_identifier = ''	COMMENT
LOW	src/Sql.php	641	}	COMMENT
LOW	src/Linter.php	41		COMMENT
LOW	…/Transformations/Abs/ExternalTransformationsPlugin.php	81		COMMENT
LOW	src/Plugins/Export/ExportSql.php	1341	} else {	COMMENT
LOW	src/Plugins/Export/ExportSql.php	2201	* @return string MSSQL compatible create table statement	COMMENT
LOW	src/Display/Results.php	1681		COMMENT

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	resources/js/server/status/monitor.ts	1342	return window.Chart.Ticks.formatters.numeric.apply(this, [value, index, ticks]);	CODE

Slop Phrases6 hits · 8 pts

Severity	File	Line	Snippet	Context
LOW	bin/internal/create-release.sh	738	Don't forget to update the Description section in the announcement,	CODE
LOW	resources/sql/upgrade_tables_mysql_4_1_2+.sql	11	-- Please don't forget to set up the tablenames in config.inc.php	CODE
LOW	resources/sql/create_tables.sql	12	-- Please don't forget to set up the tablenames in config.inc.php	CODE
LOW	resources/sql/upgrade_column_info_4_3_0+.sql	8	-- Please don't forget to set up the table names in config.inc.php	CODE
LOW	resources/sql/upgrade_tables_4_7_0+.sql	8	-- Please don't forget to set up the table names in config.inc.php	CODE
MEDIUM	tests/unit/Stubs/ResponseRenderer.php	7	* suite. Feel free to modify for any future test needs.	COMMENT

Unused Imports4 hits · 4 pts

Severity	File	Line	Context
LOW	docs/conf.py	104	CODE
LOW	docs/_ext/configext.py	3	CODE
LOW	docs/_ext/configext.py	3	CODE
LOW	docs/_ext/configext.py	5	CODE

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/conf.py	6	# This file is execfile()d with the current directory set to its containing dir.	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	tests/unit/InsertEditTest.php	235	// TODO: Add test for false case	COMMENT

phpmyadmin/phpmyadmin

Open-Source Code Quality, Security and Technical Debt Review