0.4

Adjusted Signal

0.4

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

22.4K

Stars

TypeScript

Language

144.0K

Lines of Code

1.6K

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 1.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 37 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.3/100 · LOW

Are imports declared and package/API names verified? 8 finding(s).

Agent Over-Engineering Ratio 1.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 28 finding(s).

PR Review Velocity Impact 1.7/100 · LOW

Which changes need focused human review? 45 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 1MEDIUM 0LOW 44

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 45 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.

Hyper-Verbose Identifiers28 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	…/__snapshots__/tsnapi/@vueuse/core/index.snapshot.d.ts	1979	export declare function usePreferredReducedMotion(_?: ConfigurableWindow): import("vue").ComputedRef<ReducedMotionType>;	CODE
LOW	…/__snapshots__/tsnapi/@vueuse/core/index.snapshot.d.ts	1980	export declare function usePreferredReducedTransparency(_?: ConfigurableWindow): import("vue").ComputedRef<ReducedTransp	CODE
LOW	…st/__snapshots__/tsnapi/@vueuse/core/index.snapshot.js	120	export function usePreferredReducedMotion(_) {}	CODE
LOW	…st/__snapshots__/tsnapi/@vueuse/core/index.snapshot.js	121	export function usePreferredReducedTransparency(_) {}	CODE
LOW	…/__snapshots__/tsnapi/@vueuse/shared/index.snapshot.js	9	export function createDisposableDirective(_) {}	CODE
LOW	packages/core/onLongPress/index.test.ts	56	async function notTriggerCallbackOnChildLongPress(isRef: boolean) {	CODE
LOW	packages/core/onLongPress/index.test.ts	67	async function workOnceAndPreventModifiers(isRef: boolean) {	CODE
LOW	packages/core/onLongPress/index.test.ts	120	async function triggerCallbackWithThreshold(isRef: boolean) {	CODE
LOW	packages/core/onLongPress/index.test.ts	193	async function notTriggerCallbackOnPointerCancel(isRef: boolean) {	CODE
LOW	packages/core/onLongPress/index.md	124	function onLongPressCallbackComponent(e: PointerEvent) {	CODE
LOW	packages/core/onLongPress/index.md	158	function onLongPressCallbackDirective(e: PointerEvent) {	CODE
LOW	packages/core/usePreferredReducedMotion/index.ts	15	export function usePreferredReducedMotion(options?: ConfigurableWindow) {	CODE
LOW	packages/core/useBluetooth/index.browser.test.ts	6	function createMockBluetoothDevice(id: string) {	CODE
LOW	packages/core/useBluetooth/index.ts	101	async function connectToBluetoothGATTServer() {	CODE
LOW	packages/core/usePreferredReducedTransparency/index.ts	15	export function usePreferredReducedTransparency(options?: ConfigurableWindow) {	CODE
LOW	packages/core/useElementVisibility/index.md	116	function onElementVisibilityWithControls(state) {	CODE
LOW	packages/.vitepress/twoslash.ts	9	export function generateGlobalDeclsFromModule(moduleName: string, exports: string[] = [], exportTypes: string[] = []) {	CODE
LOW	packages/.vitepress/plugins/markdownTransform.ts	308	function replaceToDefaultTwoslashMeta(meta: string) {	CODE
LOW	packages/shared/createInjectionState/index.md	36	export function useCounterStoreWithDefaultValue() {	CODE
LOW	…es/shared/createInjectionState/demo/useCounterStore.ts	23	export function useCounterStoreWithDefaultValue() {	CODE
LOW	packages/skills/build.ts	63	async function prepareFunctionReferences(outDir: string, referenceDir = SKILL_REFERENCE_DIR): Promise<Record<string, Fun	CODE
LOW	packages/skills/build.ts	121	function resolveFunctionInvocation(name: string, category: string): FunctionInvocation {	CODE
LOW	skills/vueuse-functions/references/onLongPress.md	124	function onLongPressCallbackComponent(e: PointerEvent) {	CODE
LOW	skills/vueuse-functions/references/onLongPress.md	158	function onLongPressCallbackDirective(e: PointerEvent) {	CODE
LOW	…euse-functions/references/usePreferredReducedMotion.md	39	export declare function usePreferredReducedMotion(	CODE
LOW	…unctions/references/usePreferredReducedTransparency.md	39	export declare function usePreferredReducedTransparency(	CODE
LOW	…ls/vueuse-functions/references/useElementVisibility.md	116	function onElementVisibilityWithControls(state) {	CODE
LOW	…ls/vueuse-functions/references/createInjectionState.md	36	export function useCounterStoreWithDefaultValue() {	CODE

Fake / Example Data8 hits · 10 pts

Severity	File	Line	Snippet	Context
LOW	packages/integrations/useFuse/index.md	37	'John Doe',	CODE
LOW	packages/integrations/useFuse/index.md	38	'Jane Doe',	CODE
LOW	packages/integrations/useFuse/index.md	50	* { "item": "John Doe", "index": 1 }	COMMENT
LOW	packages/integrations/useFuse/index.md	52	* { "item": "Jane Doe", "index": 2 }	COMMENT
LOW	skills/vueuse-functions/references/useFuse.md	37	'John Doe',	CODE
LOW	skills/vueuse-functions/references/useFuse.md	38	'Jane Doe',	CODE
LOW	skills/vueuse-functions/references/useFuse.md	50	* { "item": "John Doe", "index": 1 }	COMMENT
LOW	skills/vueuse-functions/references/useFuse.md	52	* { "item": "Jane Doe", "index": 2 }	COMMENT

Over-Commented Block6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	…/tsnapi/@vueuse/integrations/useSortable.snapshot.d.ts	21	// #endregion	COMMENT
LOW	…pshots__/tsnapi/@vueuse/integrations/index.snapshot.js	21	// #endregion	COMMENT
LOW	…ueuse/integrations/useSortable/component.snapshot.d.ts	21	// #endregion	COMMENT
LOW	packages/math/useTrunc/index.test.ts	1	import { describe, expect, it } from 'vitest'	COMMENT
LOW	packages/integrations/useChangeCase/index.md	21		COMMENT
LOW	skills/vueuse-functions/references/useChangeCase.md	21		COMMENT

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	.github/PULL_REQUEST_TEMPLATE.md	12	> Note: If this PR is deemed to be primarily generated by AI tools, it may be closed.	CODE

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	packages/shared/createEventHook/index.ts	9	// so we need to check if T is any first	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	packages/firebase/useFirestore/index.test.ts	16	function getData(docRef: any) {	CODE

vueuse/vueuse

Open-Source Code Quality, Security and Technical Debt Review