1.9

Adjusted Signal

1.9

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

7.1K

Stars

Kotlin

Language

141.9K

Lines of Code

1.3K

Files

Pattern Hits

2026-10-31

Scan Date

0.03

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 0.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 3 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.0/100 · LOW

Are imports declared and package/API names verified? 37 finding(s).

Agent Over-Engineering Ratio 5.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 34 finding(s).

PR Review Velocity Impact 10.6/100 · LOW

Which changes need focused human review? 74 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 7HIGH 36MEDIUM 0LOW 31

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 74 distinct pattern matches across 5 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.

Cross-File Repetition34 hits · 170 pts

Severity	File	Snippet	Context
HIGH	…rc/test/kotlin/dev/detekt/report/complexity/package.kt	package cases /** * a comment */ @suppress("unused") class default	STRING
HIGH	…rc/test/kotlin/dev/detekt/report/statistics/package.kt	package cases /** * a comment */ @suppress("unused") class default	STRING
HIGH	…c/test/kotlin/dev/detekt/metrics/processors/package.kt	package cases /** * a comment */ @suppress("unused") class default	STRING
HIGH	…rc/test/kotlin/dev/detekt/report/complexity/package.kt	package empty @suppress("unused") enum class emptyenum	STRING
HIGH	…rc/test/kotlin/dev/detekt/report/statistics/package.kt	package empty @suppress("unused") enum class emptyenum	STRING
HIGH	…c/test/kotlin/dev/detekt/metrics/processors/package.kt	package empty @suppress("unused") enum class emptyenum	STRING
HIGH	…rc/test/kotlin/dev/detekt/report/complexity/package.kt	package empty @suppress("unused") interface emptyinterface	STRING
HIGH	…rc/test/kotlin/dev/detekt/report/statistics/package.kt	package empty @suppress("unused") interface emptyinterface	STRING
HIGH	…c/test/kotlin/dev/detekt/metrics/processors/package.kt	package empty @suppress("unused") interface emptyinterface	STRING
HIGH	…rc/test/kotlin/dev/detekt/report/complexity/package.kt	package fields @suppress("unused") class classwithfields { private var x = 0 val y = 0 }	STRING
HIGH	…rc/test/kotlin/dev/detekt/report/statistics/package.kt	package fields @suppress("unused") class classwithfields { private var x = 0 val y = 0 }	STRING
HIGH	…c/test/kotlin/dev/detekt/metrics/processors/package.kt	package fields @suppress("unused") class classwithfields { private var x = 0 val y = 0 }	STRING
HIGH	…rc/test/kotlin/dev/detekt/report/complexity/package.kt	package comments @suppress("unused") class commentsclass { /** * doc comment * * @param args */ fun x(args: string) { //	STRING
HIGH	…rc/test/kotlin/dev/detekt/report/statistics/package.kt	package comments @suppress("unused") class commentsclass { /** * doc comment * * @param args */ fun x(args: string) { //	STRING
HIGH	…c/test/kotlin/dev/detekt/metrics/processors/package.kt	package comments @suppress("unused") class commentsclass { /** * doc comment * * @param args */ fun x(args: string) { //	STRING
HIGH	…rc/test/kotlin/dev/detekt/report/complexity/package.kt	package cases import org.jetbrains.kotlin.utils.sure @suppress("unused") class complexclass {// mccabe: 44, lloc: 20 + 2	STRING
HIGH	…rc/test/kotlin/dev/detekt/report/statistics/package.kt	package cases import org.jetbrains.kotlin.utils.sure @suppress("unused") class complexclass {// mccabe: 44, lloc: 20 + 2	STRING
HIGH	…c/test/kotlin/dev/detekt/metrics/processors/package.kt	package cases import org.jetbrains.kotlin.utils.sure @suppress("unused") class complexclass {// mccabe: 44, lloc: 20 + 2	STRING
HIGH	…t/kotlin/dev/detekt/rules/naming/FunctionNamingSpec.kt	data class d(val i: int, val j: int) fun dostuff() { val (_, holy_grail) = d(5, 4) }	STRING
HIGH	…t/kotlin/dev/detekt/rules/naming/VariableNamingSpec.kt	data class d(val i: int, val j: int) fun dostuff() { val (_, holy_grail) = d(5, 4) }	STRING
HIGH	…test/kotlin/dev/detekt/rules/naming/ClassNamingSpec.kt	data class d(val i: int, val j: int) fun dostuff() { val (_, holy_grail) = d(5, 4) }	STRING
HIGH	…/rules/style/ExplicitItLambdaMultipleParametersSpec.kt	fun f() { val digits = 1234.let { it -> listof(it) println(it) } }	STRING
HIGH	…v/detekt/rules/style/MultilineLambdaItParameterSpec.kt	fun f() { val digits = 1234.let { it -> listof(it) println(it) } }	STRING
HIGH	…ev/detekt/rules/style/ExplicitItLambdaParameterSpec.kt	fun f() { val digits = 1234.let { it -> listof(it) println(it) } }	STRING
HIGH	…lin/dev/detekt/rules/ktlintwrapper/KdocWrappingSpec.kt	/* some comment 1 / val foo1 = "foo1" / some comment 2 /val foo2 = "foo2" / some comment 3 / fun foo3() = "foo3" /	STRING
HIGH	…/dev/detekt/rules/ktlintwrapper/CommentWrappingSpec.kt	/* some comment 1 / val foo1 = "foo1" / some comment 2 /val foo2 = "foo2" / some comment 3 / fun foo3() = "foo3" /	STRING
HIGH	…kt/rules/ktlintwrapper/NoSingleLineBlockCommentSpec.kt	/* some comment 1 / val foo1 = "foo1" / some comment 2 /val foo2 = "foo2" / some comment 3 / fun foo3() = "foo3" /	STRING
HIGH	…in/dev/detekt/gradle/DetektAndroidBuiltInKotlinSpec.kt	dependencyresolutionmanagement { repositories { mavenlocal() mavencentral() google() } }	STRING
HIGH	…onalTest/kotlin/dev/detekt/gradle/DetektAndroidSpec.kt	dependencyresolutionmanagement { repositories { mavenlocal() mavencentral() google() } }	STRING
HIGH	…st/kotlin/dev/detekt/gradle/DetektMultiplatformSpec.kt	dependencyresolutionmanagement { repositories { mavenlocal() mavencentral() google() } }	STRING
HIGH	…est/kotlin/dev/detekt/gradle/report/ReportMergeSpec.kt	dependencyresolutionmanagement { repositories { mavenlocal() mavencentral() google() } }	STRING
HIGH	…Test/kotlin/dev/detekt/gradle/DetektReportMergeSpec.kt	dependencyresolutionmanagement { ${builder.gradlerepositories.reindent(1)} }	STRING
HIGH	…/kotlin/dev/detekt/gradle/DetektTaskMultiModuleSpec.kt	dependencyresolutionmanagement { ${builder.gradlerepositories.reindent(1)} }	STRING
HIGH	…est/kotlin/dev/detekt/gradle/report/ReportMergeSpec.kt	dependencyresolutionmanagement { ${builder.gradlerepositories.reindent(1)} }	STRING

Fake / Example Data30 hits · 46 pts

Severity	File	Line	Snippet	Context
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	282	// Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut la	COMMENT
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	282	// Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut la	COMMENT
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	283	/* Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut la	COMMENT
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	283	/* Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut la	COMMENT
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	286	* Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut la	COMMENT
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	286	* Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor invidunt ut la	COMMENT
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	24	val LOREM_IPSUM = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	24	val LOREM_IPSUM = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	31	val loremIpsumField = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	31	val loremIpsumField = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	156	val LOREM_IPSUM = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	156	val LOREM_IPSUM = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	165	val loremIpsumField = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	165	val loremIpsumField = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	289	val LOREM_IPSUM = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	289	val LOREM_IPSUM = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	292	val loremIpsumField = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	292	val loremIpsumField = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	71	fun getLoremIpsum() = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	71	fun getLoremIpsum() = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	202	fun getLoremIpsum() = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	202	fun getLoremIpsum() = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	307	fun getLoremIpsum() = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW	…est/kotlin/dev/detekt/rules/style/MaxLineLengthSpec.kt	307	fun getLoremIpsum() = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/ktlintwrapper/TestFiles.kt	88	fun getLoremIpsum() = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor in	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/ktlintwrapper/TestFiles.kt	88	fun getLoremIpsum() = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor in	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/ktlintwrapper/TestFiles.kt	92	* This is a constant for "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	COMMENT
LOW⚡	…est/kotlin/dev/detekt/rules/ktlintwrapper/TestFiles.kt	92	* This is a constant for "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod t	COMMENT
LOW⚡	…est/kotlin/dev/detekt/rules/ktlintwrapper/TestFiles.kt	94	val LOREM_IPSUM = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor in	CODE
LOW⚡	…est/kotlin/dev/detekt/rules/ktlintwrapper/TestFiles.kt	94	val LOREM_IPSUM = "Lorem ipsum dolor sit amet, consetetur sadipscing elitr, sed diam nonumy eirmod tempor in	CODE

Hallucination Indicators7 hits · 40 pts

Severity	File	Line	Snippet	Context
CRITICAL	…tlin/dev/detekt/rules/style/ForbiddenMethodCallSpec.kt	359	val methodName = "dev.detekt.rules.style.TestClass.Companion.staticMethod()"	STRING
CRITICAL	…tlin/dev/detekt/rules/style/ForbiddenMethodCallSpec.kt	382	val methodName = "dev.detekt.rules.style.TestClass.Companion.staticMethod()"	STRING
CRITICAL	…eptions/ThrowingExceptionsWithoutMessageOrCauseSpec.kt	42	org.assertj.core.api.Assertions.assertThatIllegalArgumentException().isThrownBy { println() }	CODE
CRITICAL	…n/dev/detekt/rules/complexity/LongParameterListSpec.kt	185	org.assertj.core.api.Assertions.assertThat(result[0].entity.signature).isEqualTo("LongCtor")	STRING
CRITICAL	…n/dev/detekt/rules/complexity/LongParameterListSpec.kt	202	org.assertj.core.api.Assertions.assertThat(result[0].entity.signature).isEqualTo($$"LongCtor$constructor")	STRING
CRITICAL	…n/dev/detekt/rules/complexity/LongParameterListSpec.kt	219	org.assertj.core.api.Assertions.assertThat(result[0].entity.signature).isEqualTo($$"LongCtor$fun a")	STRING
CRITICAL	…n/dev/detekt/rules/complexity/LongParameterListSpec.kt	234	org.assertj.core.api.Assertions.assertThat(result[0].entity.signature).isEqualTo("fun a")	STRING

Synthetic Comment Markers2 hits · 12 pts

Severity	File	Line	Snippet	Context
HIGH	.github/CONTRIBUTING.md	19	## A note on AI-generated contributions	COMMENT
HIGH	.github/CONTRIBUTING.md	22	- However, we do have a special policy for contributions that appear to be entirely generated by AI:	CODE

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	gradle/libs.versions.toml	21	# This represents the oldest AGP 9 version that is supported by detekt.	COMMENT

detekt/detekt

Open-Source Code Quality, Security and Technical Debt Review