3.5

Adjusted Signal

3.5

Raw Pattern Score

100%

Time Factor

2026-10-16

Last Push

13.3K

Stars

Scala

Language

701.0K

Lines of Code

3.8K

Files

461

Pattern Hits

2026-10-31

Scan Date

0.09

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 0.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 90 finding(s).

Hallucinated Dependency & Supply Chain Risk 11.2/100 · LOW

Are imports declared and package/API names verified? 230 finding(s).

Agent Over-Engineering Ratio 5.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 164 finding(s).

PR Review Velocity Impact 19.2/100 · LOW

Which changes need focused human review? 461 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 201HIGH 141MEDIUM 5LOW 114

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 461 distinct pattern matches across 10 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.

Hallucination Indicators201 hits · 1645 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ka/actor/testkit/typed/scaladsl/ActorTestKitSpec.scala	113	scalaTestWithActorTestKit2.testKit.system.settings.config.hasPath("test.from-application") should ===(false)	CODE
CRITICAL	…ala/akka/actor/testkit/typed/scaladsl/ManualTime.scala	41	"make sure to include akka.actor.testkit.typed.scaladsl.ManualTime.config() when setting up the test")	CODE
CRITICAL	…scala/akka/actor/testkit/typed/javadsl/TestProbe.scala	43	def fail(error: String): FishingOutcome = akka.actor.testkit.typed.FishingOutcome.Fail(error)	CODE
CRITICAL	…cala/akka/actor/testkit/typed/javadsl/ManualTime.scala	42	"make sure to include akka.actor.testkit.typed.scaladsl.ManualTime.config() when setting up the test")	CODE
CRITICAL	…/cluster/sharding/typed/ShardingMessageExtractor.scala	80	akka.cluster.sharding.ShardRegion.HashCodeMessageExtractor.shardId(entityId, numberOfShards)	CODE
CRITICAL	…/cluster/sharding/typed/ShardingMessageExtractor.scala	95	akka.cluster.sharding.ShardRegion.HashCodeMessageExtractor.shardId(entityId, numberOfShards)	CODE
CRITICAL	…a/cluster/sharding/typed/javadsl/ClusterSharding.scala	360	new akka.cluster.sharding.typed.scaladsl.Entity(	CODE
CRITICAL	…ster/sharding/typed/javadsl/ShardedDaemonProcess.scala	23	akka.cluster.sharding.typed.scaladsl.ShardedDaemonProcess(system).asJava	CODE
CRITICAL	…a/akka/actor/typed/scaladsl/adapter/PropsAdapter.scala	23	akka.actor.typed.internal.adapter.PropsAdapter(	CODE
CRITICAL	…/src/main/scala/akka/actor/typed/javadsl/Adapter.scala	147	akka.actor.typed.internal.adapter.PropsAdapter(	CODE
CRITICAL	…akka/cluster/ddata/typed/javadsl/DistributedData.scala	51	val distributedData = akka.cluster.ddata.typed.scaladsl.DistributedData(context.getSystem)	CODE
CRITICAL	…akka/cluster/ddata/typed/javadsl/DistributedData.scala	94	akka.cluster.ddata.typed.scaladsl.DistributedData(system).replicator.narrow[Replicator.Command]	CODE
CRITICAL	…akka/cluster/ddata/typed/javadsl/DistributedData.scala	97	akka.cluster.ddata.typed.scaladsl.DistributedData(system).selfUniqueAddress	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	912	// Construct using akka.remote.testconductor.TestConductorProtocol.Wrapper.newBuilder()	COMMENT
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	2162	// Construct using akka.remote.testconductor.TestConductorProtocol.Hello.newBuilder()	COMMENT
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	3003	// Construct using akka.remote.testconductor.TestConductorProtocol.EnterBarrier.newBuilder()	COMMENT
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	3775	// Construct using akka.remote.testconductor.TestConductorProtocol.AddressRequest.newBuilder()	COMMENT
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	4741	// Construct using akka.remote.testconductor.TestConductorProtocol.Address.newBuilder()	COMMENT
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	5749	// Construct using akka.remote.testconductor.TestConductorProtocol.InjectFailure.newBuilder()	COMMENT
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	506	return hello_ == null ? akka.remote.testconductor.TestConductorProtocol.Hello.getDefaultInstance() : hello_;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	513	return hello_ == null ? akka.remote.testconductor.TestConductorProtocol.Hello.getDefaultInstance() : hello_;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	532	return barrier_ == null ? akka.remote.testconductor.TestConductorProtocol.EnterBarrier.getDefaultInstance() : barr	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	539	return barrier_ == null ? akka.remote.testconductor.TestConductorProtocol.EnterBarrier.getDefaultInstance() : barr	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	558	return failure_ == null ? akka.remote.testconductor.TestConductorProtocol.InjectFailure.getDefaultInstance() : fai	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	565	return failure_ == null ? akka.remote.testconductor.TestConductorProtocol.InjectFailure.getDefaultInstance() : fai	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	633	return addr_ == null ? akka.remote.testconductor.TestConductorProtocol.AddressRequest.getDefaultInstance() : addr_	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	640	return addr_ == null ? akka.remote.testconductor.TestConductorProtocol.AddressRequest.getDefaultInstance() : addr_	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	967	return akka.remote.testconductor.TestConductorProtocol.Wrapper.getDefaultInstance();	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1064	if (other == akka.remote.testconductor.TestConductorProtocol.Wrapper.getDefaultInstance()) return this;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1194	return hello_ == null ? akka.remote.testconductor.TestConductorProtocol.Hello.getDefaultInstance() : hello_;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1236	hello_ != akka.remote.testconductor.TestConductorProtocol.Hello.getDefaultInstance()) {	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1279	akka.remote.testconductor.TestConductorProtocol.Hello.getDefaultInstance() : hello_;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1315	return barrier_ == null ? akka.remote.testconductor.TestConductorProtocol.EnterBarrier.getDefaultInstance() :	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1357	barrier_ != akka.remote.testconductor.TestConductorProtocol.EnterBarrier.getDefaultInstance()) {	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1400	akka.remote.testconductor.TestConductorProtocol.EnterBarrier.getDefaultInstance() : barrier_;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1436	return failure_ == null ? akka.remote.testconductor.TestConductorProtocol.InjectFailure.getDefaultInstance() :	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1478	failure_ != akka.remote.testconductor.TestConductorProtocol.InjectFailure.getDefaultInstance()) {	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1521	akka.remote.testconductor.TestConductorProtocol.InjectFailure.getDefaultInstance() : failure_;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1637	return addr_ == null ? akka.remote.testconductor.TestConductorProtocol.AddressRequest.getDefaultInstance() : a	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1679	addr_ != akka.remote.testconductor.TestConductorProtocol.AddressRequest.getDefaultInstance()) {	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1722	akka.remote.testconductor.TestConductorProtocol.AddressRequest.getDefaultInstance() : addr_;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1943	return address_ == null ? akka.remote.testconductor.TestConductorProtocol.Address.getDefaultInstance() : address_;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	1950	return address_ == null ? akka.remote.testconductor.TestConductorProtocol.Address.getDefaultInstance() : address_;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	2199	return akka.remote.testconductor.TestConductorProtocol.Hello.getDefaultInstance();	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	2278	if (other == akka.remote.testconductor.TestConductorProtocol.Hello.getDefaultInstance()) return this;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	2447	return address_ == null ? akka.remote.testconductor.TestConductorProtocol.Address.getDefaultInstance() : addre	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	2489	address_ != akka.remote.testconductor.TestConductorProtocol.Address.getDefaultInstance()) {	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	2532	akka.remote.testconductor.TestConductorProtocol.Address.getDefaultInstance() : address_;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	2759	akka.remote.testconductor.TestConductorProtocol.BarrierOp result = akka.remote.testconductor.TestConductorProtocol	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	3031	return akka.remote.testconductor.TestConductorProtocol.EnterBarrier.getDefaultInstance();	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	3112	if (other == akka.remote.testconductor.TestConductorProtocol.EnterBarrier.getDefaultInstance()) return this;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	3164	akka.remote.testconductor.TestConductorProtocol.BarrierOp.forNumber(tmpRaw);	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	3289	akka.remote.testconductor.TestConductorProtocol.BarrierOp result = akka.remote.testconductor.TestConductorProtoc	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	3558	return addr_ == null ? akka.remote.testconductor.TestConductorProtocol.Address.getDefaultInstance() : addr_;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	3565	return addr_ == null ? akka.remote.testconductor.TestConductorProtocol.Address.getDefaultInstance() : addr_;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	3812	return akka.remote.testconductor.TestConductorProtocol.AddressRequest.getDefaultInstance();	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	3891	if (other == akka.remote.testconductor.TestConductorProtocol.AddressRequest.getDefaultInstance()) return this;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	4059	return addr_ == null ? akka.remote.testconductor.TestConductorProtocol.Address.getDefaultInstance() : addr_;	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	4101	addr_ != akka.remote.testconductor.TestConductorProtocol.Address.getDefaultInstance()) {	CODE
CRITICAL	…a/akka/remote/testconductor/TestConductorProtocol.java	4144	akka.remote.testconductor.TestConductorProtocol.Address.getDefaultInstance() : addr_;	CODE
141 more matches not shown…

Cross-File Repetition141 hits · 705 pts

Severity	File	Line	Snippet	Context
HIGH	…-cluster/src/test/scala/akka/cluster/ClusterSpec.scala	0	akka.actor.provider = "cluster" akka.remote.artery.canonical.port = 0	STRING
HIGH	…ala/akka/cluster/ClusterDomainEventPublisherSpec.scala	0	akka.actor.provider = "cluster" akka.remote.artery.canonical.port = 0	STRING
HIGH	…akka/cluster/routing/ClusterRouterSupervisorSpec.scala	0	akka.actor.provider = "cluster" akka.remote.artery.canonical.port = 0	STRING
HIGH	…st/scala/akka/cluster/ddata/LocalConcurrencySpec.scala	0	akka.actor.provider = "cluster" akka.remote.artery.canonical.port = 0	STRING
HIGH	…t/scala/akka/cluster/metrics/WeightedRouteesSpec.scala	0	akka.actor.provider = "cluster" akka.remote.artery.canonical.port = 0	STRING
HIGH	…lti-jvm/scala/akka/cluster/ClusterDeathWatchSpec.scala	0	akka.loglevel = warning # test is using java serialization and not priority to rewrite akka.actor.allow-java-serializati	STRING
HIGH	…rc/multi-jvm/scala/akka/cluster/RestartNode3Spec.scala	0	akka.loglevel = warning # test is using java serialization and not priority to rewrite akka.actor.allow-java-serializati	STRING
HIGH	…m/scala/akka/remote/RemoteQuarantinePiercingSpec.scala	0	akka.loglevel = warning # test is using java serialization and not priority to rewrite akka.actor.allow-java-serializati	STRING
HIGH	…kka/remote/artery/RemoteRestartedQuarantinedSpec.scala	0	akka.loglevel = warning # test is using java serialization and not priority to rewrite akka.actor.allow-java-serializati	STRING
HIGH	…cala/akka/cluster/MultiDcHeartbeatTakingOverSpec.scala	0	akka { cluster.multi-data-center.self-data-center = alpha }	STRING
HIGH	…src/multi-jvm/scala/akka/cluster/MultiDcJoinSpec.scala	0	akka { cluster.multi-data-center.self-data-center = alpha }	STRING
HIGH	…rc/multi-jvm/scala/akka/cluster/MultiDcJoin2Spec.scala	0	akka { cluster.multi-data-center.self-data-center = alpha }	STRING
HIGH	…i-jvm/scala/akka/cluster/MultiDcSunnyWeatherSpec.scala	0	akka { cluster.multi-data-center.self-data-center = alpha }	STRING
HIGH	…cala/akka/cluster/MultiDcHeartbeatTakingOverSpec.scala	0	akka { cluster.multi-data-center.self-data-center = beta }	STRING
HIGH	…src/multi-jvm/scala/akka/cluster/MultiDcJoinSpec.scala	0	akka { cluster.multi-data-center.self-data-center = beta }	STRING
HIGH	…rc/multi-jvm/scala/akka/cluster/MultiDcJoin2Spec.scala	0	akka { cluster.multi-data-center.self-data-center = beta }	STRING
HIGH	…i-jvm/scala/akka/cluster/MultiDcSunnyWeatherSpec.scala	0	akka { cluster.multi-data-center.self-data-center = beta }	STRING
HIGH	…lti-jvm/scala/akka/cluster/MultiDcSplitBrainSpec.scala	0	akka.cluster.multi-data-center.self-data-center = "dc1"	STRING
HIGH	…/multi-jvm/scala/akka/cluster/MultiDcClusterSpec.scala	0	akka.cluster.multi-data-center.self-data-center = "dc1"	STRING
HIGH	…multi-jvm/scala/akka/cluster/MultiDcLastNodeSpec.scala	0	akka.cluster.multi-data-center.self-data-center = "dc1"	STRING
HIGH	…luster/sharding/typed/MultiDcClusterShardingSpec.scala	0	akka.cluster.multi-data-center.self-data-center = "dc1"	STRING
HIGH	…a/akka/cluster/typed/MultiDcClusterSingletonSpec.scala	0	akka.cluster.multi-data-center.self-data-center = "dc1"	STRING
HIGH	…rc/multi-jvm/scala/akka/cluster/typed/PubSubSpec.scala	0	akka.cluster.multi-data-center.self-data-center = "dc1"	STRING
HIGH	…lti-jvm/scala/akka/cluster/MultiDcSplitBrainSpec.scala	0	akka.cluster.multi-data-center.self-data-center = "dc2"	STRING
HIGH	…/multi-jvm/scala/akka/cluster/MultiDcClusterSpec.scala	0	akka.cluster.multi-data-center.self-data-center = "dc2"	STRING
HIGH	…multi-jvm/scala/akka/cluster/MultiDcLastNodeSpec.scala	0	akka.cluster.multi-data-center.self-data-center = "dc2"	STRING
HIGH	…luster/sharding/typed/MultiDcClusterShardingSpec.scala	0	akka.cluster.multi-data-center.self-data-center = "dc2"	STRING
HIGH	…a/akka/cluster/typed/MultiDcClusterSingletonSpec.scala	0	akka.cluster.multi-data-center.self-data-center = "dc2"	STRING
HIGH	…rc/multi-jvm/scala/akka/cluster/typed/PubSubSpec.scala	0	akka.cluster.multi-data-center.self-data-center = "dc2"	STRING
HIGH	…la/akka/cluster/sbr/IndirectlyConnected5NodeSpec.scala	0	akka { loglevel = info cluster { downing-provider-class = "akka.cluster.sbr.splitbrainresolverprovider" split-brain-reso	STRING
HIGH	…la/akka/cluster/sbr/IndirectlyConnected3NodeSpec.scala	0	akka { loglevel = info cluster { downing-provider-class = "akka.cluster.sbr.splitbrainresolverprovider" split-brain-reso	STRING
HIGH	…ster/sbr/DownAllWhenIndirectlyConnected3NodeSpec.scala	0	akka { loglevel = info cluster { downing-provider-class = "akka.cluster.sbr.splitbrainresolverprovider" split-brain-reso	STRING
HIGH	…/test/scala/akka/stream/io/TlsStageEdgeCasesSpec.scala	0	akka.loglevel = debug akka.loggers = ["akka.testkit.silencealltesteventlistener"]	STRING
HIGH	…la/akka/stream/scaladsl/CancellationStrategySpec.scala	0	akka.loglevel = debug akka.loggers = ["akka.testkit.silencealltesteventlistener"]	STRING
HIGH	…test/scala/akka/io/dns/internal/TcpDnsClientSpec.scala	0	akka.loglevel = debug akka.loggers = ["akka.testkit.silencealltesteventlistener"]	STRING
HIGH	…rc/test/scala/akka/io/dns/internal/DnsClientSpec.scala	0	akka.loglevel = debug akka.loggers = ["akka.testkit.silencealltesteventlistener"]	STRING
HIGH	…/scala/akka/io/dns/internal/AsyncDnsResolverSpec.scala	0	akka.loglevel = debug akka.loggers = ["akka.testkit.silencealltesteventlistener"]	STRING
HIGH	…cala/akka/pattern/BackoffOnRestartSupervisorSpec.scala	0	akka.loglevel = debug akka.loggers = ["akka.testkit.silencealltesteventlistener"]	STRING
HIGH	…-actor-tests/src/test/scala/akka/pattern/AskSpec.scala	0	akka.loglevel = debug akka.loggers = ["akka.testkit.silencealltesteventlistener"]	STRING
HIGH	…/test/scala/akka/stream/scaladsl/FlowRecoverSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 1 akka.stream.materializer.max-input-buffer-size = 1	STRING
HIGH	…rc/test/scala/akka/stream/scaladsl/RetryFlowSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 1 akka.stream.materializer.max-input-buffer-size = 1	STRING
HIGH	…test/scala/akka/stream/scaladsl/FlowMapErrorSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 1 akka.stream.materializer.max-input-buffer-size = 1	STRING
HIGH	…src/test/scala/akka/stream/scaladsl/LazyFlowSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 1 akka.stream.materializer.max-input-buffer-size = 1	STRING
HIGH	…src/test/scala/akka/stream/scaladsl/LazySinkSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 1 akka.stream.materializer.max-input-buffer-size = 1	STRING
HIGH	…c/test/scala/akka/stream/scaladsl/FlowBufferSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 1 akka.stream.materializer.max-input-buffer-size = 1	STRING
HIGH	…/scala/akka/stream/scaladsl/FlowInitialDelaySpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
HIGH	…c/test/scala/akka/stream/scaladsl/FlowFilterSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
HIGH	…src/test/scala/akka/stream/scaladsl/FlowScanSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
HIGH	…src/test/scala/akka/stream/scaladsl/HeadSinkSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
HIGH	…/akka/stream/scaladsl/CoupledTerminationFlowSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
HIGH	…st/scala/akka/stream/scaladsl/GraphUnzipWithSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
HIGH	…test/scala/akka/stream/scaladsl/GraphPartialSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
HIGH	…rc/test/scala/akka/stream/scaladsl/FlowLimitSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
HIGH	…src/test/scala/akka/stream/scaladsl/FlowJoinSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
HIGH	…scala/akka/stream/scaladsl/FlowLimitWeightedSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
HIGH	…est/scala/akka/stream/scaladsl/FlowAlsoToAllSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
HIGH	…st/scala/akka/stream/scaladsl/FlowOnCompleteSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
HIGH	…st/scala/akka/stream/scaladsl/CollectionSinkSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
HIGH	…/test/scala/akka/stream/scaladsl/FlowGroupedSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
HIGH	…est/scala/akka/stream/scaladsl/FlowMapConcatSpec.scala	0	akka.stream.materializer.initial-input-buffer-size = 2	STRING
81 more matches not shown…

Over-Commented Block53 hits · 53 pts

Severity	File	Line	Snippet	Context
LOW	…kka/actor/testkit/typed/internal/ActorSystemStub.scala	141	// this is backward compatible with the old behaviour, hence it uses the loader used to load the test-kit	COMMENT
LOW	…ts/src/test/java/akka/stream/javadsl/GraphDslTest.java	221	}	COMMENT
LOW	…akka/remote/artery/RollingEventLogSimulationSpec.scala	161		COMMENT
LOW	…/scala/akka/remote/artery/tcp/ArteryTcpTransport.scala	281	serverBinding = Some(binding)	COMMENT
LOW	…test/scala/akka/cluster/sharding/SupervisionSpec.scala	141	ClusterShardingSettings(system),	COMMENT
LOW	akka-pki/src/main/scala/akka/pki/pem/PEMDecoder.scala	21	// Luckily, Java Pattern's \s matches the RFCs W ABNF expression perfectly	COMMENT
LOW	…r-tests/src/test/scala/akka/util/TokenBucketSpec.scala	121	bucket.init()	COMMENT
LOW	scripts/release-prep.sh	1	#!/usr/bin/env bash	COMMENT
LOW	scripts/multi-node-log-replace.sh	1	#!/usr/bin/env bash	COMMENT
LOW	kubernetes/create-cluster-gke.sh	1	#!/bin/bash -e	COMMENT
LOW	…ctor/src/main/scala/akka/routing/SmallestMailbox.scala	41	else selectNext(routees)	COMMENT
LOW	akka-docs/src/test/java/jdocs/stream/HubDocTest.java	101	Source<String, NotUsed> source = sinkAndSource.second();	COMMENT
LOW	…src/test/java/jdocs/stream/operators/SourceOrFlow.java	21	// #or-else	COMMENT
LOW	…src/test/java/jdocs/stream/operators/SourceOrFlow.java	41	// #concat	COMMENT
LOW	…src/test/java/jdocs/stream/operators/SourceOrFlow.java	501	void takeExample() {	COMMENT
LOW	…/java/jdocs/stream/operators/sourceorflow/Sliding.java	21	// [1, 2]	COMMENT
LOW	…ava/jdocs/stream/operators/sourceorflow/MapConcat.java	21	void example() {	COMMENT
LOW	…st/java/jdocs/stream/operators/sourceorflow/Split.java	101	// 6	COMMENT
LOW	…a/jdocs/stream/operators/sourceorflow/MergeLatest.java	21	prices	COMMENT
LOW	…c/test/java/jdocs/stream/operators/source/Restart.java	41	// logs	COMMENT
LOW	…c/test/java/jdocs/stream/operators/source/Restart.java	61	// --> 2 second gap	COMMENT
LOW	…s/src/test/java/jdocs/stream/operators/source/Zip.java	81	// this will print	COMMENT
LOW	…c/test/java/jdocs/stream/operators/source/Combine.java	61	// 10	COMMENT
LOW	…/src/test/java/jdocs/stream/operators/source/From.java	21	// 1	COMMENT
LOW	…test/java/jdocs/stream/operators/flow/StatefulMap.java	101	// 3	COMMENT
LOW	…t/java/jdocs/persistence/LambdaPersistenceDocTest.java	481	final ActorRef persistentActor = system.actorOf(Props.create(MyPersistentActor.class));	COMMENT
LOW	…t/java/jdocs/persistence/LambdaPersistenceDocTest.java	581		COMMENT
LOW	…t/java/jdocs/persistence/LambdaPersistenceDocTest.java	641		COMMENT
LOW	…t/java/jdocs/persistence/LambdaPersistenceDocTest.java	701	// #safe-shutdown	COMMENT
LOW	…t/java/jdocs/persistence/LambdaPersistenceDocTest.java	721	// SAFE:	COMMENT
LOW	akka-docs/src/test/java/jdocs/actor/ActorDocTest.java	301	// #preStart	COMMENT
LOW	…st/scala/docs/serialization/SerializationDocSpec.scala	21	//#marker-interface	COMMENT
LOW	…t/scala/docs/stream/operators/sourceorflow/Split.scala	41	.splitWhen(_._2) // split when time bucket changes	COMMENT
LOW	…t/scala/docs/stream/operators/sourceorflow/Split.scala	81	.map(_.head._1)	COMMENT
LOW	…a/docs/stream/operators/sourceorflow/MergeLatest.scala	21	.runForeach(println)	COMMENT
LOW	…scala/docs/stream/operators/sourceorflow/Sliding.scala	41	// 4.4 = average of 3, 10, 2, 3, 4	COMMENT
LOW	…ala/docs/stream/operators/sourceorflow/MapConcat.scala	21	// 1	COMMENT
LOW	…/scala/docs/stream/operators/sourceorflow/Filter.scala	41	longWords.runForeach(println)	COMMENT
LOW	…src/test/scala/docs/stream/operators/source/From.scala	21	// 2	COMMENT
LOW	…/test/scala/docs/stream/operators/source/Restart.scala	41	// --> 1 second gap	COMMENT
LOW	…/src/test/scala/docs/stream/operators/source/Zip.scala	41	// 5	COMMENT
LOW	…/src/test/scala/docs/stream/operators/source/Zip.scala	61	// #zipAll-simple	COMMENT
LOW	…/test/scala/docs/stream/operators/source/Combine.scala	21	val source3 = Source(12 to 14)	COMMENT
LOW	…/test/scala/docs/stream/operators/source/Combine.scala	41	val source2 = Source(8 to 10)	COMMENT
LOW	…est/scala/docs/stream/operators/flow/StatefulMap.scala	81	//prints	COMMENT
LOW	…ala/docs/stream/cookbook/RecipeCollectingMetrics.scala	21	// //#periodic-metrics-collection	COMMENT
LOW	…ala/docs/stream/cookbook/RecipeCollectingMetrics.scala	41	// manualTick.sendNext(())	COMMENT
LOW	…ala/docs/stream/cookbook/RecipeCollectingMetrics.scala	61	// Situation: Given performance counters expressed as a stream of updates we want to gather a periodic re	COMMENT
LOW	…c/test/scala/docs/persistence/PersistenceDocSpec.scala	341	}	COMMENT
LOW	…c/test/scala/docs/persistence/PersistenceDocSpec.scala	441	persistentActor ! PoisonPill	COMMENT
LOW	…c/test/scala/docs/persistence/PersistenceDocSpec.scala	461	// b	COMMENT
LOW	…src/test/scala/typed/tutorial_5/DeviceGroupQuery.scala	121	}	COMMENT
LOW	akka-docs/src/main/paradox/general/configuration.md	101	# Logger config for Akka internals and classic actors, the new API relies	COMMENT

Fake / Example Data29 hits · 23 pts

Severity	File	Line	Snippet	Context
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	35	"""Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolo	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	35	"""Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et dolo	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	37	gubergren, no sea takimata sanctus est Lorem ipsum dolor sit amet. Lorem ipsum dolor sit amet, consetetur sadipscing	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	37	gubergren, no sea takimata sanctus est Lorem ipsum dolor sit amet. Lorem ipsum dolor sit amet, consetetur sadipscing	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	39	et accusam et justo duo dolores et ea rebum. Stet clita kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	40	sit amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	40	sit amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut labore et	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	42	gubergren, no sea takimata sanctus est Lorem ipsum dolor sit amet.	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	42	gubergren, no sea takimata sanctus est Lorem ipsum dolor sit amet.	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	46	dolore te feugait nulla facilisi. Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	46	dolore te feugait nulla facilisi. Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	55	assum. Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	55	assum. Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	63	ipsum dolor sit amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	63	ipsum dolor sit amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	65	Stet clita kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor sit amet. Lorem ipsum dolor sit amet,	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	65	Stet clita kasd gubergren, no sea takimata sanctus est Lorem ipsum dolor sit amet. Lorem ipsum dolor sit amet,	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	68	est Lorem ipsum dolor sit amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	68	est Lorem ipsum dolor sit amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	73	est Lorem ipsum dolor sit amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy e""".replace(	STRING
LOW⚡	…cala/akka/stream/io/compression/CodecSpecSupport.scala	73	est Lorem ipsum dolor sit amet. Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy e""".replace(	STRING
LOW	…src/test/java/jdocs/stream/operators/SourceOrFlow.java	527	("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt "	CODE
LOW	…src/test/java/jdocs/stream/operators/SourceOrFlow.java	527	("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt "	CODE
LOW	…src/test/java/jdocs/stream/operators/SourceOrFlow.java	546	("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt "	CODE
LOW	…src/test/java/jdocs/stream/operators/SourceOrFlow.java	546	("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt "	CODE
LOW	…/scala/docs/stream/operators/sourceorflow/Filter.scala	19	("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt " +	CODE
LOW	…/scala/docs/stream/operators/sourceorflow/Filter.scala	19	("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt " +	CODE
LOW	…/scala/docs/stream/operators/sourceorflow/Filter.scala	36	("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt " +	CODE
LOW	…/scala/docs/stream/operators/sourceorflow/Filter.scala	36	("Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt " +	CODE

Hyper-Verbose Identifiers23 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	…ream/src/main/scala/akka/stream/stage/GraphStage.scala	1018	private def setOrAddEmitting[T](out: Outlet[T], next: Emitting[T]): Unit =	CODE
LOW	…t/src/test/scala/akka/testkit/metrics/MetricsKit.scala	153	private[metrics] def getOrRegister[M <: Metric](key: String, metric: => M)(implicit tag: ClassTag[M]): M = {	CODE
LOW	…rc/main/scala/akka/remote/artery/LruBoundedCache.scala	79	final def getOrCompute(k: K): V =	CODE
LOW	…te/src/main/scala/akka/remote/artery/Association.scala	792	private def getOrCreateQueueWrapper(queueIndex: Int, capacity: Int): QueueWrapper = {	CODE
LOW	…src/main/scala/akka/stream/GraphBuilderBenchmark.scala	27	def graph_with_junctions_gradual(): RunnableGraph[NotUsed] =	CODE
LOW	…src/main/scala/akka/stream/GraphBuilderBenchmark.scala	31	def graph_with_junctions_immediate(): RunnableGraph[NotUsed] =	CODE
LOW	…/main/scala/akka/stream/MaterializationBenchmark.scala	129	def graph_with_junctions_gradual(): NotUsed = graphWithJunctionsGradual.run()	CODE
LOW	…/main/scala/akka/stream/MaterializationBenchmark.scala	132	def graph_with_junctions_immediate(): NotUsed = graphWithJunctionsImmediate.run()	CODE
LOW	…/src/main/scala/akka/stream/FusedGraphsBenchmark.scala	289	def broadcast_zip_balance_merge(blackhole: org.openjdk.jmh.infra.Blackhole): Unit = {	STRING
LOW	…ted-data/src/main/scala/akka/cluster/ddata/ORMap.scala	213	def getOrElse(key: A, default: => B): B = values.getOrElse(key, default)	CODE
LOW	…ata/src/main/scala/akka/cluster/ddata/ORMultiMap.scala	129	def getOrElse(key: A, default: => Set[B]): Set[B] =	CODE
LOW	…rding/src/main/scala/akka/cluster/sharding/Shard.scala	1145	def getOrCreateEntity(id: EntityId): ActorRef = {	CODE
LOW	…nce/src/main/scala/akka/persistence/Eventsourced.scala	121	private def getAndClearInstrumentationContext(seqNr: Long): EventsourcedInstrumentation.Context = {	CODE
LOW	akka-actor/src/main/scala/akka/util/MessageBuffer.scala	213	private def getOrAddBuffer(id: I): MessageBuffer = {	CODE
LOW	akka-actor/src/main/scala/akka/util/MessageBuffer.scala	279	def getOrEmpty(id: I): MessageBuffer = {	CODE
LOW	akka-actor/src/main/scala/akka/util/OptionVal.scala	57	def getOrElse[B >: A](default: B): B =	CODE
LOW	…/main/scala/akka/pattern/CircuitBreakersRegistry.scala	73	private[akka] def getOrCreate(id: String, config: Config): CircuitBreaker =	CODE
LOW	…main/scala/akka/actor/dungeon/LicenseKeySupplier.scala	24	def implementing_this_is_a_violation_of_the_akka_license(): Unit	CODE
LOW	akka-actor/src/main/scala/akka/japi/JavaAPI.scala	175	def getOrElse[B >: A](defaultValue: B): B	CODE
LOW	akka-actor/src/main/scala/akka/japi/JavaAPI.scala	214	def getOrElse[B >: A](defaultValue: B): B = v	CODE
LOW	akka-actor/src/main/scala/akka/japi/JavaAPI.scala	224	def getOrElse[B](defaultValue: B): B = defaultValue	CODE
LOW	…erialization/jackson/JacksonObjectMapperProvider.scala	334	def getOrCreate(bindingName: String, jsonFactory: Option[JsonFactory]): ObjectMapper = {	CODE
LOW	…erialization/jackson/JacksonObjectMapperProvider.scala	353	def getOrCreate(bindingName: String, jsonFactory: Optional[JsonFactory]): ObjectMapper =	CODE

Slop Phrases7 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	…testkit/src/test/scala/akka/testkit/AkkaSpecSpec.scala	39	// verbose config just for demonstration purposes, please leave in in case of debugging	COMMENT
LOW	…n/scala/akka/persistence/journal/JournalPerfSpec.scala	119	* methods (don't forget to call `super` in your overridden methods).	STRING
LOW	…/main/scala/akka/persistence/journal/JournalSpec.scala	36	* methods (don't forget to call `super` in your overridden methods).	STRING
LOW	…cala/akka/persistence/snapshot/SnapshotStoreSpec.scala	35	* methods (don't forget to call `super` in your overridden methods).	STRING
LOW	…kka/persistence/japi/journal/JavaJournalPerfSpec.scala	41	* methods (don't forget to call `super` in your overridden methods).	COMMENT
LOW	…la/akka/persistence/japi/journal/JavaJournalSpec.scala	21	* methods (don't forget to call `super` in your overridden methods).	COMMENT
LOW	…/persistence/japi/snapshot/JavaSnapshotStoreSpec.scala	22	* methods (don't forget to call `super` in your overridden methods).	COMMENT

Self-Referential Comments3 hits · 9 pts

Severity	File	Line	Snippet	Context
MEDIUM	akka-remote/src/test/resources/ssl/gen-functions.sh	11	# Create a certificate used for peer-to-peer, under the example.com CA	COMMENT
MEDIUM	akka-remote/src/test/resources/ssl/gen-functions.sh	24	# Create a certificate signing request for $PREFIX.example.com	COMMENT
MEDIUM	akka-remote/src/test/resources/ssl/genca.sh	5	# Create a self signed key pair root CA certificate.	COMMENT

Verbosity Indicators2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	…src/main/scala/akka/stream/impl/TraversalBuilder.scala	973	* Since the exposed output port has been wired optimistically to -1, we need to check if this is correct,	COMMENT
LOW	…a-stream/src/main/scala/akka/stream/scaladsl/Hub.scala	659	* we need to check if it was blocking us from advancing (being the slowest).	COMMENT

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/typed/internal/receptionist/ClusterReceptionist.scala	242	// which is possible for OR CRDTs - done with an adapter to leverage the existing NodesRemoved message	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	kubernetes/create-cluster-gke.sh	17	# Usage:	COMMENT

akka/akka-core

Open-Source Code Quality, Security and Technical Debt Review