0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

16.3K

Stars

Kotlin

Language

134.0K

Lines of Code

1.7K

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 0.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 23 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.3/100 · LOW

Are imports declared and package/API names verified? 14 finding(s).

Agent Over-Engineering Ratio 0.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 11 finding(s).

PR Review Velocity Impact 3.1/100 · LOW

Which changes need focused human review? 37 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 5HIGH 0MEDIUM 1LOW 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 37 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.

Hallucination Indicators5 hits · 50 pts

Severity	File	Line	Snippet	Context
CRITICAL	…om/quarkdown/processor/coercion/CoercionPlannerTest.kt	37	assertEquals("com.quarkdown.core.function.ParameterType.Static(\"String\")", result.parameterTypeExpression)	CODE
CRITICAL	…om/quarkdown/processor/coercion/CoercionPlannerTest.kt	38	assertEquals("com.quarkdown.core.function.value.factory.ValueFactory.string(it)", result.factoryExpression)	CODE
CRITICAL	…om/quarkdown/processor/coercion/CoercionPlannerTest.kt	61	"com.quarkdown.core.ast.attributes.style.NodeStyle.Alignment.entries.toTypedArray()",	CODE
CRITICAL	…om/quarkdown/processor/coercion/CoercionPlannerTest.kt	63	assertEquals("com.quarkdown.core.function.ParameterType.Static(\"Alignment\")", result.parameterTypeExpression)	CODE
CRITICAL	…om/quarkdown/processor/coercion/CoercionPlannerTest.kt	90	assertEquals("com.quarkdown.core.function.ParameterType.Static(\"OutputValue\")", result.parameterTypeExpression	CODE

Fake / Example Data9 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	CLAUDE.md	23	Lorem ipsum .myfunction {arg1} param:{arg2} dolor sit amet.	CODE
LOW	CLAUDE.md	23	Lorem ipsum .myfunction {arg1} param:{arg2} dolor sit amet.	CODE
LOW	…/src/test/kotlin/com/quarkdown/test/SubdocumentTest.kt	374	assertContains(it, "Lorem ipsum")	CODE
LOW	…/src/test/kotlin/com/quarkdown/test/SubdocumentTest.kt	394	assertContains(it, "Lorem ipsum")	CODE
LOW	…st/src/test/kotlin/com/quarkdown/test/EcosystemTest.kt	68	assertContains(it, "Lorem ipsum")	CODE
LOW	…/kotlin/com/quarkdown/core/lexer/tokens/BlockTokens.kt	203	* [^label]: Lorem ipsum	COMMENT
LOW⚡	…lib/src/commonMain/kotlin/com/quarkdown/stdlib/Text.kt	156	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aliquam aliquet ut erat nec suscipit. Mauris " +	CODE
LOW⚡	…lib/src/commonMain/kotlin/com/quarkdown/stdlib/Text.kt	156	"Lorem ipsum dolor sit amet, consectetur adipiscing elit. Aliquam aliquet ut erat nec suscipit. Mauris " +	CODE
LOW⚡	…lib/src/commonMain/kotlin/com/quarkdown/stdlib/Text.kt	163	* @return a fixed Lorem Ipsum text.	COMMENT

Over-Commented Block11 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	quarkdown-html/tsconfig.json	1	{	COMMENT
LOW	quarkdown-html/tsconfig.json	21	// "jsxFactory": "", /* Specify the JSX factory function used when targeting React J	COMMENT
LOW	quarkdown-html/tsconfig.json	41	// "rewriteRelativeImportExtensions": true, /* Rewrite '.ts', '.tsx', '.mts', and '.cts' file extensions in	COMMENT
LOW	quarkdown-html/tsconfig.json	61	// "noEmit": true, /* Disable emitting files from a compilation. */	COMMENT
LOW	quarkdown-html/tsconfig.json	81	// "isolatedDeclarations": true, /* Require sufficient annotation on exports so other tools can	COMMENT
LOW	quarkdown-html/tsconfig.json	101	// "exactOptionalPropertyTypes": true, /* Interpret optional property types as written, rather than ad	COMMENT
LOW	…t/e2e/page-format/scoped/range-side/range-side.spec.ts	1	import {suite} from "../../../quarkdown";	COMMENT
LOW	…src/main/scss/components/util/_location-selectors.scss	1	@use "heading-selectors" as *;	COMMENT
LOW	…c/test/resources/data/include/shared-function-usage.md	1	### .hello {world}	COMMENT
LOW	…n/core/context/hooks/location/LocationAwarenessHook.kt	21	// The key is the depth of the last heading found;	COMMENT
LOW	…wn/core/flavor/base/BaseMarkdownTreeIteratorFactory.kt	21	override fun default(context: MutableContext): ObservableAstIterator =	COMMENT

Hyper-Verbose Identifiers11 hits · 11 pts

Severity	File	Line	Snippet	Context
LOW	quarkdown-html/src/test/e2e/font/index.ts	36	export async function testCustomFontApplication(page: Page, expectCustomHeadings: boolean): Promise<void> {	CODE
LOW	quarkdown-html/src/test/e2e/page-format/index.ts	18	export function getPresentationSizeTarget(page: Page): Locator {	CODE
LOW	…-html/src/main/typescript/navigation/selection-drag.ts	10	export function markWhileSelectingOutside(element: HTMLElement): void {	CODE
LOW	…html/src/main/typescript/navigation/active-tracking.ts	7	export function initNavigationActiveTracking(navigation: HTMLElement): void {	CODE
LOW	…-html/src/main/typescript/document/document-handler.ts	17	export function filterConditionalHandlers(handlers: ConditionalDocumentHandler[]): DocumentHandler[] {	CODE
LOW	…l/src/main/typescript/search/search-result-expander.ts	95	function getHighlightedDescription(result: DocumentSearchResult): string {	CODE
LOW	…wn-html/src/main/typescript/search/search-highlight.ts	33	export function extractPreviewAroundMatch(	CODE
LOW	…own-html/src/main/typescript/footnotes/footnote-dom.ts	9	export function getOrCreateFootnoteRule(footnoteArea: Element) {	CODE
LOW	…own-html/src/main/typescript/footnotes/footnote-dom.ts	33	export function getOrCreateFootnoteArea(page: Element) {	CODE
LOW	…-html/src/main/typescript/footnotes/footnote-lookup.ts	20	function getFootnoteFirstReference(definitionId: string): HTMLElement \| null {	CODE
LOW	…-html/src/main/typescript/footnotes/footnote-lookup.ts	29	export function getFootnoteDefinitionsAndFirstReference(sorted: boolean = true): FootnotePair[] {	CODE

AI Slop Vocabulary1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	quarkdown-html/package-lock.json	2967	"resolved": "https://registry.npmjs.org/robust-predicates/-/robust-predicates-3.0.3.tgz",	CODE

iamgio/quarkdown

Open-Source Code Quality, Security and Technical Debt Review