1.7

Adjusted Signal

1.7

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

11.8K

Stars

PHP

Language

50.0K

Lines of Code

672

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 7.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 79 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

Are imports declared and package/API names verified? 2 finding(s).

Agent Over-Engineering Ratio 7.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 75 finding(s).

PR Review Velocity Impact 7.8/100 · LOW

Which changes need focused human review? 81 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 0LOW 81

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 81 distinct pattern matches across 3 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 Identifiers75 hits · 78 pts

Severity	File	Line	Snippet	Context
LOW	overrides/Logging/JUnit/JunitXmlLogger.php	213	public function testPrintedUnexpectedOutput(PrintedUnexpectedOutput $event): void	CODE
LOW	overrides/Logging/JUnit/JunitXmlLogger.php	373	private function handleIncompleteOrSkipped(MarkedIncomplete\|Skipped $event): void	CODE
LOW	tests/Autoload.php	9	public function assertPluginTraitGotRegistered(): void	CODE
LOW	tests/Autoload.php	17	public function assertSecondPluginTraitGotRegistered(): void	CODE
LOW	tests/Pest.php	84	function removeAnsiEscapeSequences(string $input): ?string	CODE
LOW	tests/Unit/Plugins/Tia/NumericTableDependencies.php	168	function tiaAssertNumericTableGraph(string $root, array $files, array $tables, array $expected, array $selections): void	CODE
LOW	tests/Unit/Plugins/Tia/NumericTableDependencies.php	198	function tiaRemoveNumericTableProject(string $root): void	CODE
LOW	tests/Unit/Plugins/Tia/ResultKey.php	41	function tiaResultKeyTelemetryInfo(): Info	CODE
LOW	tests/Features/Tia/RemoteBaselineGitLab.php	15	function tiaPublishedBaselineGitLab(string $mode = 'ok', ?callable $mutator = null): array	CODE
LOW	tests/Features/Tia/LivewireComponents.php	19	function tiaSeedWithGeneratedViews(Project $project, array $generatedToTest): void	CODE
LOW	…ders/SubFolder/SubFolder/CustomTestCaseInSubFolder.php	11	public function assertCustomInSubFolderTrue(): void	CODE
LOW	src/Expectation.php	448	public function toHaveFileSystemPermissions(string $permissions): ArchExpectation	CODE
LOW	src/Expectation.php	484	public function toHavePropertiesDocumented(): ArchExpectation	CODE
LOW⚡	src/Expectation.php	589	public function toHavePublicMethodsBesides(): void	CODE
LOW⚡	src/Expectation.php	599	public function toHaveProtectedMethodsBesides(): void	CODE
LOW⚡	src/Expectation.php	609	public function toHavePrivateMethodsBesides(): void	CODE
LOW	src/Expectation.php	838	public function toHaveSuspiciousCharacters(): ArchExpectation	CODE
LOW	src/Plugins/Snapshot.php	20	public static function shouldCreateMissingSnapshots(): bool	CODE
LOW	src/Plugins/Cache.php	58	private function hasTestRunHistoryArgument(array $arguments): bool	CODE
LOW	src/Plugins/Configuration.php	41	private function fromGeneratedConfigurationFile(): string	CODE
LOW	src/Plugins/Configuration.php	58	private function hasCustomConfigurationFile(): bool	CODE
LOW	src/Plugins/Coverage.php	171	private function computeComparableCoverage(float $coverage): float	CODE
LOW	src/Plugins/Parallel.php	154	private function hasArgumentsThatWouldBeFasterWithoutParallel(): bool	CODE
LOW	src/Plugins/Tia.php	237	private function structuralFingerprintShifted(array $current): bool	CODE
LOW	src/Plugins/Tia.php	1051	private function activateWorkerRecorderForReplay(array $arguments): array	CODE
LOW⚡	src/Plugins/Tia.php	1366	private function emitCoverageDriverMissing(): void	CODE
LOW⚡	src/Plugins/Tia.php	1373	private function emitCoverageScopedRecordSkipped(): void	CODE
LOW⚡	src/Plugins/Tia.php	1381	private function emitMutationScopedRecordSkipped(): void	CODE
LOW	src/Plugins/Tia.php	1412	private function collectWorkerEdgesPartials(): array	CODE
LOW	src/Plugins/Tia.php	1417	private function reportMissingWorkerDrivers(): void	CODE
LOW	src/Plugins/Tia.php	1494	private function collectWorkerReplayPartials(): array	CODE
LOW	src/Plugins/Tia.php	1499	private function mergeWorkerReplayPartials(): void	CODE
LOW	src/Plugins/Tia.php	2138	private function hasProjectPhpSourceChanges(array $changedFiles): bool	CODE
LOW	src/Plugins/Tia.php	2174	private function tryRemoteBaselineForDrift(array $current): ?Graph	CODE
LOW	src/Plugins/Tia.php	2298	private function augmentDatabaseTestTables(array $perTestTables, array $perTestUsesDatabase, string $projectRoot): a	CODE
LOW	src/Plugins/Tia/CoverageMerger.php	117	private static function stripCurrentTestsFromCached(CodeCoverage $cached, CodeCoverage $current): void	CODE
LOW	src/Plugins/Tia/CoverageMerger.php	160	private static function dropLinesMissingFromCurrent(CodeCoverage $cached, CodeCoverage $current): void	CODE
LOW	src/Plugins/Tia/CoverageMerger.php	249	private static function coverageFromSerializedData(string $reportPath): ?CodeCoverage	CODE
LOW	src/Plugins/Tia/ChangedFiles.php	27	public function filterUnchangedSinceLastRun(array $files, array $lastRunTree): array	CODE
LOW	src/Plugins/Tia/ChangedFiles.php	132	private function filterBehaviourallyUnchanged(array $files, string $sha): array	CODE
LOW	src/Plugins/Tia/Graph.php	497	private function applyLivewireComponentChanges(array $nonMigrationPaths, array &$affectedSet): array	CODE
LOW	src/Plugins/Tia/Graph.php	556	private function isLivewireMultiFileDirectory(string $componentDirectory): bool	CODE
LOW	src/Plugins/Tia/Graph.php	633	private function applyWatchPatternFallback(	CODE
LOW	src/Plugins/Tia/Graph.php	1099	public function replaceTestInertiaComponents(array $testToComponents): void	CODE
LOW	src/Plugins/Tia/Graph.php	1126	public function replaceJsFileToComponents(array $fileToComponents): void	CODE
LOW	src/Plugins/Tia/Graph.php	1165	private function usesSiblingHeuristicForUnknownPhp(string $rel): bool	CODE
LOW	src/Plugins/Tia/Graph.php	1279	private function testSourceDeclaresArchGroup(string $rel): bool	CODE
LOW	src/Plugins/Tia/Graph.php	1305	private function affectedByStaticBladeUsage(string $changedBlade): array	CODE
LOW	src/Plugins/Tia/Graph.php	1533	private function isGlobalFrontendRuntimePath(string $rel): bool	CODE
LOW	src/Plugins/Tia/Graph.php	1589	public function pruneResultsForMissingFiles(string $branch): void	CODE
LOW	src/Plugins/Tia/BaselineSync.php	319	private function validateDownloadedArtifact(string $runCacheDir, bool $hasAnchor): array	CODE
LOW	src/Plugins/Parallel/Paratest/WrapperRunner.php	514	private static function numberOfTestsSeenByWorker(TestResult $result): int	CODE
LOW	src/Plugins/Parallel/Paratest/WrapperRunner.php	522	private static function numberOfDeprecationsByTrigger(TestResult ...$results): array	CODE
LOW	src/Plugins/Parallel/Paratest/WrapperRunner.php	541	private function generateCodeCoverageReports(): void	CODE
LOW	src/Plugins/Parallel/Paratest/WrapperRunner.php	664	private function shouldIncludeBootstrappedTestFile(string $filename): bool	CODE
LOW	src/Plugins/Parallel/Handlers/Laravel.php	67	private function ensureEnvironmentVariables(array $arguments): array	CODE
LOW	src/Expectations/OppositeExpectation.php	80	public function toHaveFileSystemPermissions(string $permissions): ArchExpectation	CODE
LOW	src/Expectations/OppositeExpectation.php	117	public function toHavePropertiesDocumented(): ArchExpectation	CODE
LOW	src/Expectations/OppositeExpectation.php	241	public function toHaveSuspiciousCharacters(): ArchExpectation	CODE
LOW	src/Expectations/OppositeExpectation.php	271	public function toHavePublicMethodsBesides(array\|string $methods): ArchExpectation	CODE
15 more matches not shown…

Over-Commented Block4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	tests/.snapshots/success.txt	1301	✓ it may have a static note	COMMENT
LOW	tests/.snapshots/success.txt	1321	// This is a runtime note within describe	COMMENT
LOW	tests/.snapshots/success.txt	1341	// This is a runtime note within a matching describe	COMMENT
LOW	tests/.snapshots/success.txt	1621	↓ todo on describe → todo block → nested inside todo block → it should not execute	COMMENT

Fake / Example Data2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	tests/Features/Expect/toBeEmail.php	8	expect('user@example.com')->toBeEmail()	CODE
LOW	tests/Features/Expect/toBeEmail.php	25	expect('user@example.com')->not->toBeEmail();	CODE

pestphp/pest

Open-Source Code Quality, Security and Technical Debt Review