0.4

Adjusted Signal

0.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

6.1K

Stars

TypeScript

Language

134.8K

Lines of Code

1.9K

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 0.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 14 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.3/100 · LOW

Are imports declared and package/API names verified? 33 finding(s).

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 9 finding(s).

PR Review Velocity Impact 2.0/100 · LOW

Which changes need focused human review? 47 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 43

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 47 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.

Fake / Example Data33 hits · 35 pts

Severity	File	Line	Snippet	Context
LOW	…dev/src/content/component-types/svelte/tags-input.json	312	"name": "placeholder",	CODE
LOW	…ev/src/content/component-types/svelte/date-picker.json	373	"name": "placeholder",	CODE
LOW	…n.dev/src/content/component-types/svelte/combobox.json	123	"name": "placeholder",	CODE
LOW	….dev/src/content/component-types/react/tags-input.json	312	"name": "placeholder",	CODE
LOW	…dev/src/content/component-types/react/date-picker.json	373	"name": "placeholder",	CODE
LOW	…on.dev/src/content/component-types/react/combobox.json	123	"name": "placeholder",	CODE
LOW	…ples/framework-components/dialog/svelte/default.svelte	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna	CODE
LOW	…ples/framework-components/dialog/svelte/default.svelte	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore magna	CODE
LOW	…examples/framework-components/dialog/react/default.tsx	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore mag	CODE
LOW	…examples/framework-components/dialog/react/default.tsx	24	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do eiusmod tempor incididunt ut labore et dolore mag	CODE
LOW	…ts/examples/framework-components/popover/react/dir.tsx	12	Lorem ipsum dolor, sit amet consectetur adipisicing elit. Sapiente magni distinctio explicabo quisquam. Rerum imp	CODE
LOW	…nents/examples/guides/cookbook/chat/svelte/rows.svelte	21	Lorem, ipsum dolor sit amet consectetur adipisicing elit. Reprehenderit dolor ullam, qui et itaque quam distinctio d	CODE
LOW	…ts/examples/guides/cookbook/chat/svelte/default.svelte	23	'Lorem, ipsum dolor sit amet consectetur adipisicing elit. Provident blanditiis quidem dolorum ab similique. Voluptati	CODE
LOW	…omponents/examples/guides/cookbook/chat/react/rows.tsx	21	Lorem, ipsum dolor sit amet consectetur adipisicing elit. Reprehenderit dolor ullam, qui et itaque quam distinctio	CODE
LOW	…onents/examples/guides/cookbook/chat/react/default.tsx	23	'Lorem, ipsum dolor sit amet consectetur adipisicing elit. Provident blanditiis quidem dolorum ab similique. Voluptati	CODE
LOW	sites/plus.skeleton.dev/compose.yml	36	"name": "John Doe",	CODE
LOW	…n.dev/src/lib/remote/templates/get-templates.remote.ts	53	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna al	CODE
LOW	…n.dev/src/lib/remote/templates/get-templates.remote.ts	53	'Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna al	CODE
LOW	…n.dev/src/lib/remote/templates/get-templates.remote.ts	102	// slug: 'placeholder',	COMMENT
LOW⚡	…/components/generator/Preview/PreviewTypography.svelte	40	<h1 class="h1">Lorem Ipsum</h1>	CODE
LOW⚡	…/components/generator/Preview/PreviewTypography.svelte	44	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna	CODE
LOW⚡	…/components/generator/Preview/PreviewTypography.svelte	44	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna	CODE
LOW	…eton-svelte/src/routes/components/popover/+page.svelte	12	Lorem ipsum dolor, sit amet consectetur adipisicing elit. Sapiente magni distinctio explicabo quisquam. Rerum imped	CODE
LOW	packages/docs/data/components.json	1377	"name": "placeholder",	CODE
LOW	packages/docs/data/components.json	2387	"name": "placeholder",	CODE
LOW	packages/docs/data/components.json	10210	"name": "placeholder",	CODE
LOW	packages/docs/data/components.json	13169	"name": "placeholder",	CODE
LOW	packages/docs/data/components.json	14179	"name": "placeholder",	CODE
LOW	packages/docs/data/components.json	21902	"name": "placeholder",	CODE
LOW	…e/src/components/combobox/anatomy/root-provider.svelte	6	export interface ComboboxRootProviderProps extends PropsWithElement<'div'>, HTMLAttributes<'div', 'id' \| 'dir' \| 'place	CODE
LOW	…ton-svelte/src/components/combobox/anatomy/root.svelte	7	extends Omit<Props, 'id'>, PropsWithElement<'div'>, HTMLAttributes<'div', 'id' \| 'dir' \| 'placeholder'> {}	CODE
LOW	…n-svelte/src/components/tags-input/anatomy/root.svelte	7	extends Omit<Props, 'id'>, PropsWithElement<'div'>, HTMLAttributes<'div', 'id' \| 'dir' \| 'placeholder'> {}	CODE
LOW	…-svelte/src/components/date-picker/anatomy/root.svelte	7	extends Omit<Props, 'id'>, PropsWithElement<'div'>, HTMLAttributes<'div', 'id' \| 'dir' \| 'placeholder'> {}	CODE

Modern AI Meta-Vocabulary4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	.claude/skills/create-playground-entry/SKILL.md	68	## After scaffolding	COMMENT
MEDIUM	.claude/skills/create-tailwind-utility/SKILL.md	46	## After scaffolding	COMMENT
MEDIUM	.claude/skills/create-framework-component/SKILL.md	184	## After scaffolding	COMMENT
MEDIUM	.claude/skills/create-framework-component/SKILL.md	234	### 5. Optional docs scaffolding	COMMENT

Hyper-Verbose Identifiers9 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	…on.dev/scripts/generate-showcase-project-thumbnails.ts	11	async function generateShowcaseProjectThumbnails() {	CODE
LOW	…eleton.dev/src/modules/stackblitz/stackblitz-svelte.ts	99	export function openSvelteStackblitzProject(files: Record<string, string>) {	CODE
LOW	…keleton.dev/src/modules/stackblitz/stackblitz-react.ts	99	export function openReactStackblitzProject(files: Record<string, string>) {	CODE
LOW	…n.dev/src/modules/llms/process-framework-components.ts	5	export function processFrameworkComponents(root: Root, frameworks: CollectionEntry<'frameworks'>[]) {	CODE
LOW	…v/src/modules/llms/process-api-reference-components.ts	59	export function processApiReferenceComponents(root: Root) {	CODE
LOW	sites/plus.skeleton.dev/vite.config.ts	11	function ensureDockerContainersAreRunning(containers: string[]) {	CODE
LOW	…n.dev/src/lib/utils/generator/generate-font-install.ts	10	export function generateFontInstallCommand(): string {	CODE
LOW	…/components/segmented-control/anatomy/root-context.tsx	10	export default function SegmentedControlRootContext(props: SegmentedControlRootContextProps) {	CODE
LOW	…ages/cli/src/utility/sort-properties-alphabetically.ts	1	function sortPropertiesAlphabetically(object: Record<string, string>) {	CODE

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	…n.dev/src/lib/remote/templates/get-templates.remote.ts	101	// {	COMMENT

skeletonlabs/skeleton

Open-Source Code Quality, Security and Technical Debt Review