3.2

Adjusted Signal

3.2

Raw Pattern Score

100%

Time Factor

2026-10-23

Last Push

6.9K

Stars

PHP

Language

487.7K

Lines of Code

4.0K

Files

1.6K

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 14.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1635 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 11 finding(s).

Agent Over-Engineering Ratio 14.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 1619 finding(s).

PR Review Velocity Impact 15.6/100 · LOW

Which changes need focused human review? 1646 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 1642

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 1646 distinct pattern matches across 4 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 Identifiers1619 hits · 1528 pts

Severity	File	Line	Snippet	Context
LOW	…ernance/tests/Listener/RegisterServiceListenerTest.php	41	public function testRegisterOnceForTheSameService()	CODE
LOW	…ernance/tests/Listener/RegisterServiceListenerTest.php	72	public function testRegisterForTheSameServiceWithoutTheSameProtocol()	CODE
LOW	src/rpc-server/tests/RouterDispatcherFactoryTest.php	70	public function testHandleRpcServiceWithMiddlewares()	CODE
LOW	src/rpc-server/src/Server.php	153	protected function getDefaultExceptionHandler(): array	CODE
LOW	…racer/tests/Adapter/Reporter/HttpClientFactoryTest.php	35	public function testContentLengthHeaderIsString(): void	CODE
LOW⚡	src/database/tests/ModelTest.php	270	public function testNewInstanceReturnsNewInstanceWithAttributesSet()	CODE
LOW⚡	src/database/tests/ModelTest.php	278	public function testNewInstanceReturnsNewInstanceWithTableSet()	CODE
LOW⚡	src/database/tests/ModelTest.php	287	public function testCreateMethodSavesNewModel()	CODE
LOW⚡	src/database/tests/ModelTest.php	295	public function testMakeMethodDoesNotSaveNewModel()	CODE
LOW⚡	src/database/tests/ModelTest.php	303	public function testForceCreateMethodSavesNewModelWithGuardedAttributes()	CODE
LOW⚡	src/database/tests/ModelTest.php	311	public function testFindMethodUseWritePdo()	CODE
LOW⚡	src/database/tests/ModelTest.php	318	public function testDestroyMethodCallsQueryBuilderCorrectly()	CODE
LOW⚡	src/database/tests/ModelTest.php	325	public function testDestroyMethodCallsQueryBuilderCorrectlyWithCollection()	CODE
LOW⚡	src/database/tests/ModelTest.php	332	public function testWithMethodCallsQueryBuilderCorrectly()	CODE
LOW⚡	src/database/tests/ModelTest.php	338	public function testWithoutMethodRemovesEagerLoadedRelationshipCorrectly()	CODE
LOW⚡	src/database/tests/ModelTest.php	346	public function testEagerLoadingWithColumns()	CODE
LOW	src/database/tests/ModelTest.php	110	public function testAttributeManipulation()	CODE
LOW	src/database/tests/ModelTest.php	141	public function testDirtyOnCastOrDateAttributes()	CODE
LOW	src/database/tests/ModelTest.php	227	public function testArrayAccessToAttributes()	CODE
LOW	src/database/tests/ModelTest.php	358	public function testWithMethodCallsQueryBuilderCorrectlyWithArray()	CODE
LOW	src/database/tests/ModelTest.php	387	public function testUpdateProcessDoesntOverrideTimestamps()	CODE
LOW	src/database/tests/ModelTest.php	406	public function testSaveIsCancelledIfSavingEventReturnsFalse()	CODE
LOW	src/database/tests/ModelTest.php	424	public function testUpdateIsCancelledIfUpdatingEventReturnsFalse()	CODE
LOW	src/database/tests/ModelTest.php	443	public function testEventsCanBeFiredWithCustomEventObjects()	CODE
LOW	src/database/tests/ModelTest.php	459	public function testUpdateProcessWithoutTimestamps()	CODE
LOW	src/database/tests/ModelTest.php	479	public function testUpdateUsesOldPrimaryKey()	CODE
LOW	src/database/tests/ModelTest.php	499	public function testTimestampsAreReturnedAsObjects()	CODE
LOW	src/database/tests/ModelTest.php	515	public function testTimestampsAreReturnedAsObjectsFromPlainDatesAndTimestamps()	CODE
LOW	src/database/tests/ModelTest.php	528	public function testTimestampsAreReturnedAsObjectsOnCreate()	CODE
LOW	src/database/tests/ModelTest.php	544	public function testDateTimeAttributesReturnNullIfSetToNull()	CODE
LOW	src/database/tests/ModelTest.php	561	public function testTimestampsAreCreatedFromStringsAndIntegers()	CODE
LOW	src/database/tests/ModelTest.php	652	public function testInsertIsCancelledIfCreatingEventReturnsFalse()	CODE
LOW	src/database/tests/ModelTest.php	668	public function testDeleteProperlyDeletesModel()	CODE
LOW	src/database/tests/ModelTest.php	752	public function testPushEmptyManyRelation()	CODE
LOW	src/database/tests/ModelTest.php	809	public function testNewQueryReturnsQueryBuilder()	CODE
LOW	src/database/tests/ModelTest.php	823	public function testGetAndSetTableOperations()	CODE
LOW	src/database/tests/ModelTest.php	831	public function testGetKeyReturnsValueOfPrimaryKey()	CODE
LOW	src/database/tests/ModelTest.php	884	public function testVisibleCreatesArrayWhitelist()	CODE
LOW	src/database/tests/ModelTest.php	895	public function testHiddenCanAlsoExcludeRelationships()	CODE
LOW	src/database/tests/ModelTest.php	906	public function testGetArrayableRelationsFunctionExcludeHiddenRelationships()	CODE
LOW	src/database/tests/ModelTest.php	922	public function testToArraySnakeAttributes()	CODE
LOW	src/database/tests/ModelTest.php	1094	public function testForceFillMethodFillsGuardedAttributes()	CODE
LOW	src/database/tests/ModelTest.php	1100	public function testFillingJSONAttributes()	CODE
LOW	src/database/tests/ModelTest.php	1119	public function testUnguardAllowsAnythingToBeSet()	CODE
LOW	src/database/tests/ModelTest.php	1130	public function testUnderscorePropertiesAreNotFilled()	CODE
LOW	src/database/tests/ModelTest.php	1147	public function testFillableOverridesGuarded()	CODE
LOW	src/database/tests/ModelTest.php	1168	public function testUnguardedRunsCallbackWhileBeingUnguarded()	CODE
LOW	src/database/tests/ModelTest.php	1177	public function testUnguardedCallDoesNotChangeUnguardedState()	CODE
LOW	src/database/tests/ModelTest.php	1188	public function testUnguardedCallDoesNotChangeUnguardedStateOnException()	CODE
LOW	src/database/tests/ModelTest.php	1200	public function testHasOneCreatesProperRelation()	CODE
LOW	src/database/tests/ModelTest.php	1215	public function testMorphOneCreatesProperRelation()	CODE
LOW	src/database/tests/ModelTest.php	1225	public function testCorrectMorphClassIsReturned()	CODE
LOW	src/database/tests/ModelTest.php	1237	public function testHasManyCreatesProperRelation()	CODE
LOW	src/database/tests/ModelTest.php	1253	public function testMorphManyCreatesProperRelation()	CODE
LOW	src/database/tests/ModelTest.php	1263	public function testBelongsToCreatesProperRelation()	CODE
LOW	src/database/tests/ModelTest.php	1278	public function testMorphToCreatesProperRelation()	CODE
LOW	src/database/tests/ModelTest.php	1310	public function testBelongsToManyCreatesProperRelation()	CODE
LOW	src/database/tests/ModelTest.php	1331	public function testRelationsWithVariedConnections()	CODE
LOW	src/database/tests/ModelTest.php	1412	public function testModelsAssumeTheirName()	CODE
LOW	src/database/tests/ModelTest.php	1421	public function testTheMutatorCacheIsPopulated()	CODE
1559 more matches not shown…

Fake / Example Data11 hits · 14 pts

Severity	File	Line	Snippet	Context
LOW⚡	src/database/tests/QueryBuilderTest.php	2315	$builder->select('*')->from('users')->where('name', 'sounds like', 'John Doe');	CODE
LOW⚡	src/database/tests/QueryBuilderTest.php	2317	$this->assertEquals(['John Doe'], $builder->getBindings());	CODE
LOW	src/database/tests/ModelRealBuilderTest.php	944	['title' => 'Foo Post', 'content' => 'Lorem Ipsum.', 'created_at' => new Carbon('2017-11-12 13:14:15')],	CODE
LOW	src/database/tests/ModelRealBuilderTest.php	945	['title' => 'Bar Post', 'content' => 'Lorem Ipsum.', 'created_at' => new Carbon('2018-01-02 03:04:05')],	CODE
LOW	src/support/tests/FluentTest.php	445	$fluent = new Fluent(['name' => 'John Doe']);	CODE
LOW	src/support/tests/FluentTest.php	453	'name' => 'John Doe',	CODE
LOW	src/support/tests/FluentTest.php	887	$this->assertEquals('John Doe', $fluent->getFullName());	CODE
LOW⚡	src/resource/tests/ResourceTest.php	672	'user@example.com' => 'John',	CODE
LOW⚡	src/resource/tests/ResourceTest.php	673	'admin@example.com' => 'Hank',	CODE
LOW⚡	src/resource/tests/ResourceTest.php	676	'user@example.com' => 'John',	CODE
LOW⚡	src/resource/tests/ResourceTest.php	677	'admin@example.com' => 'Hank',	CODE

AI Slop Vocabulary4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/database/src/Query/Grammars/Grammar.php	132	// Essentially we will force every insert to be treated as a batch insert which	COMMENT
MEDIUM	src/database/src/Query/Grammars/Grammar.php	133	// simply makes creating the SQL easier for us since we can utilize the same	COMMENT
MEDIUM	…base-sqlserver/src/Query/Grammars/SqlServerGrammar.php	239	// Essentially we will force every insert to be treated as a batch insert which	COMMENT
MEDIUM	…base-sqlserver/src/Query/Grammars/SqlServerGrammar.php	240	// simply makes creating the SQL easier for us since we can utilize the same	COMMENT

Over-Commented Block12 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	rector.php	21	// register a single rule	COMMENT
LOW	docs/zh-cn/socketio-server.md	121	// 向连接推送 hello 事件	COMMENT
LOW	docs/zh-tw/socketio-server.md	121	// 向連線推送 hello 事件	COMMENT
LOW	docs/id/socketio-server.md	121	$socket->emit('hello', 'can you hear me?', 1, 2, 'abc');	COMMENT
LOW	docs/en/socketio-server.md	121	// Push the hello event to the connection	COMMENT
LOW	docs/zh-hk/socketio-server.md	121	// 向連接推送 hello 事件	COMMENT
LOW	.github/workflows/scorecard.yml	41	- name: "Run analysis"	COMMENT
LOW	src/database/tests/ModelCollectionTest.php	401		COMMENT
LOW	src/collection/tests/LazyCollectionIsLazyTest.php	1381	$collection->tapEach(function ($value) {	COMMENT
LOW	src/cache/publish/cache.php	21	'default' => [	COMMENT
LOW	src/cache/publish/cache.php	41	// PDO::ATTR_EMULATE_PREPARES => false,	COMMENT
LOW	src/crontab/tests/ExecutorTest.php	181	// $this->assertSame(35, $res);	COMMENT

hyperf/hyperf

Open-Source Code Quality, Security and Technical Debt Review