2.8

Adjusted Signal

2.8

Raw Pattern Score

100%

Time Factor

2026-10-27

Last Push

1.8K

Stars

PHP

Language

49.3K

Lines of Code

377

Files

104

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 10.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 97 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 1 finding(s).

Agent Over-Engineering Ratio 11.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 95 finding(s).

PR Review Velocity Impact 11.3/100 · LOW

Which changes need focused human review? 104 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 7LOW 97

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 104 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 Identifiers89 hits · 94 pts

Severity	File	Line	Snippet	Context
LOW	tests/integration/UtilsTest.php	13	public function testDatabaseDriverClientVersionIsDetected( int $client, array $expected ): void {	CODE
LOW	tests/integration/CollectorBlockEditorTest.php	49	private function simulateRenderParentBlock( array $block, array $context, callable $renderInnerBlocks ): void {	CODE
LOW	tests/integration/CollectorBlockEditorTest.php	90	function testLeafBlocksGetDistinctTimerInstances(): void {	CODE
LOW	tests/integration/CollectorBlockEditorTest.php	105	function testNestedBlocksGetDistinctTimerInstances(): void {	CODE
LOW	tests/integration/CollectorBlockEditorTest.php	131	function testNestedBlocksProcessCorrectly(): void {	CODE
LOW	tests/integration/CollectorBlockEditorTest.php	169	function testDeeplyNestedBlocksGetDistinctTimerInstances(): void {	CODE
LOW	tests/integration/CollectorBlockEditorTest.php	195	function testTimingContextAlignmentWithSiblingGroups(): void {	CODE
LOW	tests/integration/CallbacksTest.php	22	public function testCallbackIsCorrectlyPopulatedWithProceduralFunction(): void {	CODE
LOW	tests/integration/CallbacksTest.php	36	public function testCallbackIsCorrectlyPopulatedWithObjectMethod(): void {	CODE
LOW	tests/integration/CallbacksTest.php	51	public function testCallbackIsCorrectlyPopulatedWithInvokable(): void {	CODE
LOW	tests/integration/CallbacksTest.php	66	public function testCallbackIsCorrectlyPopulatedWithStaticMethodArray(): void {	CODE
LOW	tests/integration/CallbacksTest.php	80	public function testCallbackIsCorrectlyPopulatedWithStaticMethodString(): void {	CODE
LOW	tests/integration/CallbacksTest.php	94	public function testCallbackIsCorrectlyPopulatedWithClosure(): void {	CODE
LOW	tests/integration/CallbacksTest.php	110	public function testCallbackIsCorrectlyPopulatedWithInvalidProceduralFunction(): void {	CODE
LOW	tests/integration/CallbacksTest.php	121	public function testCallbackIsCorrectlyPopulatedWithInvalidObjectMethod(): void {	CODE
LOW	tests/integration/CallbacksTest.php	133	public function testCallbackIsCorrectlyPopulatedWithInvalidInvokable(): void {	CODE
LOW	tests/integration/CallbacksTest.php	144	public function testCallbackIsCorrectlyPopulatedWithInvalidStaticMethodArray(): void {	CODE
LOW	tests/integration/CallbacksTest.php	155	public function testCallbackIsCorrectlyPopulatedWithInvalidStaticMethodString(): void {	CODE
LOW	tests/integration/CallbacksTest.php	166	public function testCallbackIsCorrectlyPopulatedWithInvalidStaticClassArray(): void {	CODE
LOW	tests/integration/CallbacksTest.php	177	public function testCallbackIsCorrectlyPopulatedWithInvalidStaticClassString(): void {	CODE
LOW	tests/integration/CollectorHTTPTest.php	7	public function testPreemptedResponseWithIncompleteResponseArrayIsLogged(): void {	CODE
LOW	tests/integration/CollectorHTTPTest.php	55	public function testResponsePreemptedAfterQMsFilterIsLoggedAsNotExecuted(): void {	CODE
LOW	tests/integration/CapsTest.php	10	public function testUsersCanAccessQueryMonitor( string $role, bool $can_access ): void {	CODE
LOW	tests/integration/CollectorAssetsTest.php	22	public function testUrlCharacteristicsAreDetermined( string $url, string $site_url, array $expected ): void {	CODE
LOW	tests/integration/ArrayAccessTest.php	7	public function testDataObjectSupportsArrayAccess(): void {	CODE
LOW	tests/integration/ArrayAccessTest.php	23	public function testExtractedClassSupportsArrayAccess(): void {	CODE
LOW	tests/integration/ArrayAccessTest.php	43	public function testStandaloneClassSupportsArrayAccess(): void {	CODE
LOW	tests/integration/HtmlDispatcherTest.php	7	public function testIdDerivedFromArrayKeyWhenMissing(): void {	CODE
LOW	tests/integration/HtmlDispatcherTest.php	20	public function testIdNotOverwrittenWhenAlreadySet(): void {	CODE
LOW	tests/integration/HtmlDispatcherTest.php	34	public function testPanelDerivedFromHrefWithQmPrefix(): void {	CODE
LOW	tests/integration/HtmlDispatcherTest.php	47	public function testPanelDerivedFromHrefWithoutQmPrefix(): void {	CODE
LOW	tests/integration/HtmlDispatcherTest.php	60	public function testPanelNotOverwrittenWhenAlreadySet(): void {	CODE
LOW	tests/integration/HtmlDispatcherTest.php	74	public function testPanelNotSetWhenHrefMissing(): void {	CODE
LOW	tests/integration/HtmlDispatcherTest.php	86	public function testChildPanelDerivedFromHref(): void {	CODE
LOW	tests/integration/HtmlDispatcherTest.php	105	public function testChildPanelNotOverwrittenWhenAlreadySet(): void {	CODE
LOW	tests/integration/HtmlDispatcherTest.php	125	public function testChildPanelNotSetWhenHrefMissing(): void {	CODE
LOW	tests/integration/HtmlDispatcherTest.php	143	public function testChildWithNumericKeyAndExistingId(): void {	CODE
LOW	tests/integration/HtmlDispatcherTest.php	170	public function testMultipleItemsProcessedCorrectly(): void {	CODE
LOW	tests/integration/BacktraceTest.php	34	public function testFrameFileLineIsShifted(): void {	CODE
LOW	tests/integration/BacktraceTest.php	76	public function testIgnoreClassTrimsFromTop(): void {	CODE
LOW	tests/integration/BacktraceTest.php	115	public function testPerInstanceIgnoreFuncTrimsFromTop(): void {	CODE
LOW	tests/integration/BacktraceTest.php	152	public function testWpHookFilteredMidStack(): void {	CODE
LOW	tests/integration/BacktraceTest.php	185	public function testFullHttpStackTrimming(): void {	CODE
LOW	tests/integration/BacktraceTest.php	251	public function testGetCallerReturnsFirstFrameAfterTrimming(): void {	CODE
LOW	tests/integration/BacktraceTest.php	274	public function testGetCallerMatchesFirstSerializedFrame(): void {	CODE
LOW	tests/integration/BacktraceTest.php	300	public function testGetCallerWithIgnoreClassTrimming(): void {	CODE
LOW	tests/integration/BacktraceTest.php	335	public function testGetCallerReturnsFalseForEmptyTrace(): void {	CODE
LOW	tests/integration/BacktraceTest.php	340	public function testQmClassesAreAlwaysFiltered(): void {	CODE
LOW	tests/integration/BacktraceTest.php	371	public function testCallSiteWithStackTrace(): void {	CODE
LOW	tests/integration/BacktraceTest.php	418	public function testTransientStyleIgnoreFuncPreservesCallLocation(): void {	CODE
LOW	tests/integration/BacktraceTest.php	477	public function testTransientStyleIgnoreFuncWithHookTrimming(): void {	CODE
LOW	tests/integration/BacktraceTest.php	533	public function testDoingItWrongIgnoreFunc(): void {	CODE
LOW	tests/integration/BacktraceTest.php	587	public function testDeprecatedFunctionIgnoreFunc(): void {	CODE
LOW	tests/integration/BacktraceTest.php	635	public function testIncludeRequireFramesTrimmedFromBottom(): void {	CODE
LOW	tests/integration/BacktraceTest.php	678	public function testMidStackIncludeFramesArePreserved(): void {	CODE
LOW	tests/integration/BacktraceTest.php	708	public function testWpHookMethodsFilteredAndDoActionKeepsFileLine(): void {	CODE
LOW	tests/integration/BacktraceTest.php	766	public function testNestedHooksHandledCorrectly(): void {	CODE
LOW	tests/integration/BacktraceTest.php	837	public function testIgnoreHookRemovesHookDispatchFrames(): void {	CODE
LOW	tests/integration/BacktraceTest.php	971	public function testBacktraceInAllHookDoesNotRecurseWhenLoadingFilters(): void {	CODE
LOW	tests/integration/BacktraceTest.php	983	public function testBacktraceInAllHookDoesNotRecurseWhenDetectingComponent(): void {	CODE
29 more matches not shown…

Decorative Section Separators6 hits · 27 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	.github/workflows/nightly-tests.yml	8	# ┌───────────── minute (0 - 59)	COMMENT
MEDIUM⚡	.github/workflows/nightly-tests.yml	9	# │ ┌────────── hour (0 - 23)	COMMENT
MEDIUM⚡	.github/workflows/nightly-tests.yml	10	# │ │ ┌─────── day of the month (1 - 31)	COMMENT
MEDIUM⚡	.github/workflows/verify-distribution.yml	8	# ┌───────────── minute (0 - 59)	COMMENT
MEDIUM⚡	.github/workflows/verify-distribution.yml	9	# │ ┌────────── hour (0 - 23)	COMMENT
MEDIUM⚡	.github/workflows/verify-distribution.yml	10	# │ │ ┌─────── day of the month (1 - 31)	COMMENT

Structural Annotation Overuse4 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW⚡	docs/wordpress-debugging/user-capabilities.md	9	## Step 1: Enable the panel	COMMENT
LOW⚡	docs/wordpress-debugging/user-capabilities.md	17	## Step 2: Authenticate	COMMENT
LOW⚡	docs/wordpress-debugging/user-capabilities.md	21	## Step 3: Log in as another user	COMMENT
LOW⚡	docs/wordpress-debugging/user-capabilities.md	25	## Step 4: View the Capability Checks panel	COMMENT

Over-Commented Block3 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/nightly-tests.yml	1	# yaml-language-server: $schema=https://json.schemastore.org/github-workflow	COMMENT
LOW	.github/workflows/verify-distribution.yml	1	# yaml-language-server: $schema=https://json.schemastore.org/github-workflow	COMMENT
LOW	assets/query-monitor.css	141	--qm-font-code-size: 11px;	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	docs/public/fair.json	29	"description": "<p>Query Monitor is the developer tools panel for WordPress and WooCommerce. It enables debugging of	CODE

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	tests/acceptance/utils/global-utils.ts	24	GlobalUtils.runWPCLICommand( 'core install --title="Query Monitor" --admin_user="admin" --admin_password="password" --	CODE

johnbillion/query-monitor

Open-Source Code Quality, Security and Technical Debt Review