0.5

Adjusted Signal

0.5

Raw Pattern Score

100%

Time Factor

—

Last Push

—

Stars

—

Language

119.3K

Lines of Code

1.2K

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 1.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 31 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.9/100 · LOW

Are imports declared and package/API names verified? 18 finding(s).

Agent Over-Engineering Ratio 1.1/100 · LOW

Are wrappers, guards, and repeated structures necessary? 20 finding(s).

PR Review Velocity Impact 2.6/100 · LOW

Which changes need focused human review? 52 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 2MEDIUM 0LOW 50

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 52 distinct pattern matches across 6 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.

Fake / Example Data18 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	website/stories/avatar.stories.tsx	49	name: 'Jane Doe',	CODE
LOW	…showcases/components/list/listCustomItem.component.tsx	34	Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's	CODE
LOW	…owcases/components/avatar/avatarInitials.component.tsx	24	name='Jane Doe'	CODE
LOW	src/components/ui/avatar/avatar.spec.tsx	99	expect(initialsOf('Jane Doe')).toEqual('JD');	CODE
LOW	src/components/ui/avatar/avatar.spec.tsx	114	name='Jane Doe'	CODE
LOW⚡	src/components/ui/avatar/avatar.spec.tsx	138	name='Jane Doe'	CODE
LOW⚡	src/components/ui/avatar/avatar.spec.tsx	144	expect(component.queryByLabelText('Jane Doe')).toBeNull();	CODE
LOW⚡	src/components/ui/avatar/avatar.spec.tsx	151	name='Jane Doe'	CODE
LOW⚡	src/components/ui/avatar/avatar.spec.tsx	157	expect(component.queryByLabelText('Jane Doe')).toBeTruthy();	CODE
LOW⚡	src/components/ui/avatar/avatar.spec.tsx	162	<TestAvatar name='Jane Doe' />,	CODE
LOW	src/components/ui/avatar/avatar.spec.tsx	173	name='Jane Doe'	CODE
LOW	src/components/ui/avatar/avatar.spec.tsx	190	name='Jane Doe'	CODE
LOW	src/components/ui/avatar/avatar.spec.tsx	222	name='Jane Doe'	CODE
LOW	src/components/ui/avatar/avatar.spec.tsx	228	const frame = component.getByLabelText('Jane Doe');	CODE
LOW	src/components/ui/avatar/avatar.spec.tsx	241	name='Jane Doe'	CODE
LOW	src/components/ui/avatar/avatar.spec.tsx	246	const frame = component.getByLabelText('Jane Doe');	CODE
LOW	src/components/ui/avatar/avatar.spec.tsx	268	name='Jane Doe'	CODE
LOW	src/components/ui/avatar/avatar.spec.tsx	273	const frame = component.getByLabelText('Jane Doe');	CODE

Hyper-Verbose Identifiers17 hits · 20 pts

Severity	File	Line	Snippet	Context
LOW	…c/processor/js/scripts/generateParameterDefinitions.js	30	function createRawDefinitionsForSchema(schema) {	CODE
LOW	…c/processor/js/scripts/generateParameterDefinitions.js	43	function createRawDefinitionsForControl(schema, controlName) {	CODE
LOW	…c/processor/js/scripts/generateParameterDefinitions.js	50	function createWritableSchemaDefinitionsFromRawSource(rawSource) {	CODE
LOW	…c/processor/js/scripts/generateParameterDefinitions.js	62	function createWritableControlDefinitionsFromRawSource(rawSource, controlName) {	CODE
LOW	…cessor/js/src/processor/schema/schemaProcessor.spec.js	29	function calculateComponentStyleCount(component) {	CODE
LOW	src/processor/js/src/service/mapping/mapping.service.js	15	function getComponentDefaultAppearance(mapping, component) {	CODE
LOW	src/processor/js/src/service/mapping/mapping.service.js	25	function getComponentDefaultVariants(mapping, component) {	CODE
LOW	src/processor/js/src/service/mapping/mapping.service.js	47	function getComponentVariantGroups(mapping, component) {	CODE
LOW	src/processor/js/src/service/mapping/mapping.service.js	73	function getStateAppearanceMapping(mapping, component, appearance, state) {	CODE
LOW	src/processor/js/src/service/mapping/mapping.service.js	80	function getStatelessAppearanceMapping(mapping, component, appearance) {	CODE
LOW	src/processor/js/src/service/mapping/mapping.service.js	95	function getStatelessVariantMapping(mapping, component, appearance, variant) {	CODE
LOW⚡	…/processor/js/src/service/mapping/mapping.service.d.ts	2	export declare function getComponentDefaultAppearance(mapping: ThemeMappingType, component: string): string \| undefined;	CODE
LOW⚡	…/processor/js/src/service/mapping/mapping.service.d.ts	3	export declare function getComponentDefaultVariants(mapping: ThemeMappingType, component: string): string[] \| undefined;	CODE
LOW⚡	…/processor/js/src/service/mapping/mapping.service.d.ts	5	export declare function getComponentVariantGroups(mapping: ThemeMappingType, component: string): string[] \| undefined;	CODE
LOW⚡	…/processor/js/src/service/mapping/mapping.service.d.ts	8	export declare function getStateAppearanceMapping(mapping: ThemeMappingType, component: string, appearance: string, stat	CODE
LOW⚡	…/processor/js/src/service/mapping/mapping.service.d.ts	9	export declare function getStatelessAppearanceMapping(mapping: ThemeMappingType, component: string, appearance: string):	CODE
LOW⚡	…/processor/js/src/service/mapping/mapping.service.d.ts	11	export declare function getStatelessVariantMapping(mapping: ThemeMappingType, component: string, appearance: string, var	CODE

Over-Commented Block13 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	…c/processor/js/src/processor/schema/schemaProcessor.js	21	//# sourceMappingURL=schemaProcessor.js.map	COMMENT
LOW	src/processor/js/src/service/common/common.service.js	81	//# sourceMappingURL=common.service.js.map	COMMENT
LOW	…omponents/styled/styledComponentVariants.component.tsx	21	<TouchableOpacity	COMMENT
LOW	…omponents/styled/styledComponentVariants.component.tsx	41	// "backgroundColor": {	COMMENT
LOW	…omponents/styled/styledComponentVariants.component.tsx	61	// "active": {	COMMENT
LOW	…omponents/styled/styledComponentVariants.component.tsx	81	// }	COMMENT
LOW	…/components/styled/styledComponentStates.component.tsx	21	onPressOut={onPressOut}	COMMENT
LOW	…/components/styled/styledComponentStates.component.tsx	41	// "appearances": {	COMMENT
LOW	…/components/styled/styledComponentStates.component.tsx	61	// "active": {	COMMENT
LOW	…onents/styled/styledComponentSimpleUsage.component.tsx	21	// "height": {	COMMENT
LOW	…onents/styled/styledComponentSimpleUsage.component.tsx	41	// "backgroundColor": "color-primary-default"	COMMENT
LOW	src/codemod/__e2e__/jest-esm.sh	1	#!/bin/bash	COMMENT
LOW	src/codemod/__e2e__/run.sh	1	#!/bin/bash	COMMENT

AI Response Leakage1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	website/docs/guides/runtime-theming.md	81	- [In terms of React](https://reactjs.org/docs/context.html#contextprovider), every Context object comes with a Provider	CODE

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	src/showcases/e2e/matrix/q.py	13	except Exception: pass	CODE

Excessive Try-Catch Wrapping2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	src/showcases/e2e/matrix/q.py	13	except Exception: pass	CODE
LOW	src/showcases/e2e/matrix/q.py	33	except Exception: d = 'down'	CODE

akveo/react-native-ui-kitten

Open-Source Code Quality, Security and Technical Debt Review