0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-19

Last Push

10.2K

Stars

TypeScript

Language

96.7K

Lines of Code

540

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 2.7/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 53 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 1 finding(s).

Agent Over-Engineering Ratio 1.8/100 · LOW

Are wrappers, guards, and repeated structures necessary? 35 finding(s).

PR Review Velocity Impact 2.8/100 · LOW

Which changes need focused human review? 54 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 0LOW 54

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 54 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.

Hyper-Verbose Identifiers35 hits · 35 pts

Severity	File	Line	Snippet	Context
LOW	frontend/src/components/ui/input.type-test.tsx	22	export function InputAcceptsRuntimeNativeBoolean({	CODE
LOW	…components/animate-ui/primitives/effects/highlight.tsx	336	function getNonOverridingDataAttributes(	CODE
LOW	…end/src/components/setting-sidebar/setting-sidebar.tsx	36	function useActiveSettingsNavValue() {	CODE
LOW	…nents/setting-sidebar/setting-sidebar-update-alert.tsx	9	export function SettingSidebarUpdateAlert() {	CODE
LOW	…/src/components/receiver/ReceiveSaveLocationPicker.tsx	14	export function ReceiveSaveLocationPicker({	CODE
LOW	frontend/src/hooks/useNodeCapability.ts	11	function ensureDevicePairedListener() {	CODE
LOW	frontend/src/lib/web-preview-error.ts	14	export function getWebPreviewErrorMessage(	CODE
LOW	frontend/src/lib/platformStyles.ts	8	export function getWebAppOverlayContainer(): HTMLElement \| undefined {	CODE
LOW	frontend/src/lib/web-zip.ts	67	function buildCentralDirectoryHeader(	CODE
LOW	frontend/src/lib/web-zip.ts	96	function buildEndOfCentralDirectory(	CODE
LOW	frontend/src/lib/pairing-api.ts	314	export function matchesPairedDeviceSearch(	CODE
LOW	frontend/src/lib/pairing-api.ts	377	export function comparePairedDevicesForList(	CODE
LOW	frontend/src/lib/pairing-api.ts	411	export function sortPairedDevicesForSettings(	CODE
LOW	frontend/src/lib/web-send-metadata.ts	94	export function buildWebSendMetadataForFile(file: File): string {	CODE
LOW	frontend/src/lib/web-send-metadata.ts	109	export function buildWebSendMetadataForPaths(paths: string[]): string {	CODE
LOW	frontend/src/lib/web-save-location.ts	57	export function supportsWebSaveLocationPicker(): boolean {	CODE
LOW	frontend/src/lib/web-save-location.ts	166	async function getDirectoryForRelativePath(	CODE
LOW	frontend/src/lib/web-save-location.ts	217	async function writeCollectionToDirectory(	CODE
LOW	frontend/src/lib/relay-fallback-options.ts	22	export function relayFallbackFromRadioValue(value: string): RelayFallback {	CODE
LOW	frontend/src/lib/setting-store-tauri.ts	5	export function createTauriSettingStorage(): StateStorage {	CODE
LOW	frontend/src/lib/discovery-change-warning.ts	9	export function shouldWarnDiscoveryChange({	CODE
LOW	frontend/src/lib/systemNotification.ts	67	export async function ensureNotificationPermission(): Promise<boolean> {	CODE
LOW	frontend/src/lib/relay-url-validation.ts	30	export function relayUrlValidationMessageKey(url: string): string \| null {	CODE
LOW	frontend/src/lib/receive-link.ts	11	export function formatReceiveShareMessage(intro: string, url: string): string {	CODE
LOW	frontend/src/lib/autostart-first-run.ts	7	export function shouldRunAutostartFirstRun(input: {	CODE
LOW	frontend/src/lib/relay-fallback-toast.ts	8	export function relayFallbackToastDescriptionKey(	CODE
LOW	frontend/src/lib/relay-change-warning.ts	12	export function getRelayChangeWarningType({	CODE
LOW	frontend/src/lib/web-file-store.ts	45	export function listWebFileEntriesUnderPath(	CODE
LOW	frontend/src/lib/discovery-url-validation.ts	35	export function discoveryUrlValidationMessageKey(url: string): string \| null {	CODE
LOW	frontend/src/lib/discovery-url-validation.ts	45	function hasDisallowedDnsOriginChar(value: string): boolean {	CODE
LOW	frontend/src/lib/discovery-url-validation.ts	78	export function dnsOriginValidationMessageKey(origin: string): string \| null {	CODE
LOW	frontend/src/store/node-capability-store.ts	132	export function ensureNodeCapabilityLifecycle() {	CODE
LOW	scripts/generate-release-notes.js	138	function pickRepresentativeSubjects(commits, limit = 2) {	CODE
LOW	scripts/generate-release-notes.js	260	function authorHasPriorContributions(name, email, previousTag) {	CODE
LOW	scripts/generate-release-notes.js	374	function renderContributorSections(contributorData, githubNewContributors) {	CODE

Over-Commented Block17 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW	infra/relay/fly.dev.toml	1	# Quick-test iroh relay on Fly.io - NO custom domain.	COMMENT
LOW	infra/dns/docker-compose.dns.yml	1	# Overlay for the advanced real-DNS path (authoritative UDP/TCP 53).	COMMENT
LOW	infra/dns/fly.dev.toml	1	# Quick-test iroh-dns-server on Fly.io - NO custom domain.	COMMENT
LOW	infra/dns/fly.toml	1	# Fly.io deployment for iroh-dns-server (DashBeam self-hosted discovery).	COMMENT
LOW	src-tauri/src/autostart.rs	1	//! The only place that knows how autostart is achieved on each platform.	COMMENT
LOW	src-tauri/src/presence_service.rs	1	//! Android background presence: decides when the foreground service should run.	COMMENT
LOW	src-tauri/src/android_update.rs	1	//! Update checking for sideloaded Android builds.	COMMENT
LOW	src-tauri/src/commands.rs	1321	/// Reads `discoverability` out of the raw `settings.json` the frontend's	COMMENT
LOW	src-tauri/src/commands.rs	1961	/// process-wide flag the window-close handler reads.	COMMENT
LOW	src-tauri/src/autostart_portal.rs	1	//! Flatpak autostart via `org.freedesktop.portal.Background`.	COMMENT
LOW	src-tauri/src/platform/windows/context_menu.rs	1	//! Windows Explorer "Send with DashBeam" shell verb registration.	COMMENT
LOW	engine/native/src/rate_limit.rs	1	//! Coarse per-endpoint-id rate limiting for unpaired control traffic.	COMMENT
LOW	engine/protocol/src/nearby.rs	1	//! Shared policy for local-network discovery.	COMMENT
LOW	engine/protocol/src/nearby.rs	41	}	COMMENT
LOW	engine/protocol/src/tls_config.rs	1	//! TLS trust helpers for iroh endpoint builders.	COMMENT
LOW	engine/protocol/src/identity.rs	501	const FORBIDDEN_FOLDER_CHARS: [char; 9] = ['/', '\\', ':', '<', '>', '"', '\|', '?', '*'];	COMMENT
LOW	engine/src/lib.rs	1	//! # `engine` — stable public API for Tauri and integration tests	COMMENT

Fake / Example Data1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	infra/relay/fly.dev.toml	17	# `access.shared_token = ["placeholder"]` line to a config you mount/bake, then:	COMMENT

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	infra/dns/docker-compose.dns.yml	7	# Usage:	COMMENT

tonyantony300/dashbeam

Open-Source Code Quality, Security and Technical Debt Review