3.2

Adjusted Signal

3.2

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

27.3K

Stars

TypeScript

Language

64.4K

Lines of Code

280

Files

139

Pattern Hits

2026-10-31

Scan Date

0.01

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 10.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 127 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.1/100 · LOW

Are imports declared and package/API names verified? 4 finding(s).

Agent Over-Engineering Ratio 3.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 24 finding(s).

PR Review Velocity Impact 13.8/100 · LOW

Which changes need focused human review? 139 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 4HIGH 0MEDIUM 8LOW 127

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 139 distinct pattern matches across 7 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.

Over-Commented Block98 hits · 98 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/release.yml	1	# SwitchHosts v5 (Tauri) release workflow.	COMMENT
LOW	.github/workflows/release.yml	21	# Tauri updater signing:	COMMENT
LOW	.github/workflows/release.yml	61	# This block is the inter-run safety net.	COMMENT
LOW	.github/workflows/release.yml	381	APPLE_ID: ${{ secrets.APPLE_ID }}	COMMENT
LOW	.github/workflows/release.yml	401	# `updater-manifest` job. Letting tauri-action also write a	COMMENT
LOW	.github/workflows/release.yml	541	# Read VERSION from package.json (the same source of truth	COMMENT
LOW	.github/workflows/release.yml	581	return 1	COMMENT
LOW	src-tauri/tests/window_config.rs	1	//! Structural canaries for window setup that have no behavioural	COMMENT
LOW	src-tauri/tests/window_config.rs	341	#[test]	COMMENT
LOW	src-tauri/tests/window_config.rs	361	// silently break lightweight mode on Windows/Linux — and macOS never	COMMENT
LOW	src-tauri/src/http_api.rs	1	//! Local HTTP API server.	COMMENT
LOW	src-tauri/src/http_api.rs	21	//! When the toggle is applied in the backend (no renderer, see below)	COMMENT
LOW	src-tauri/src/http_api.rs	41	//! nobody while the endpoint still answers `ok`. The v5 storage plan	COMMENT
LOW	src-tauri/src/lib.rs	161	.on_menu_event(\|app, event\| {	COMMENT
LOW	src-tauri/src/lib.rs	241	// We build the main window programmatically (rather than	COMMENT
LOW	src-tauri/src/lib.rs	261	// Only `pages/index.tsx` (the main window's React root) broadcasts	COMMENT
LOW	src-tauri/src/lib.rs	301	.unwrap_or(false);	COMMENT
LOW	src-tauri/src/lib.rs	401	// clears the login-launch grace window.	COMMENT
LOW	src-tauri/src/lib.rs	561	// data dir	COMMENT
LOW	src-tauri/src/lib.rs	581	// and `prevent_exit` only when the guard above was armed by a	COMMENT
LOW	src-tauri/src/tray.rs	1	//! System tray for the v5 main app.	COMMENT
LOW	src-tauri/src/tray.rs	61	/// click-outside monitor after the tray click handler has already	COMMENT
LOW	src-tauri/src/tray.rs	81		COMMENT
LOW	src-tauri/src/tray.rs	181	// paths can interleave differently across platforms, so handle	COMMENT
LOW	src-tauri/src/tray.rs	541	Ok(window)	COMMENT
LOW	src-tauri/src/tray.rs	561	/// lookup misses every display and falls back to the primary	COMMENT
LOW	src-tauri/src/tray.rs	681	// Tauri's `Focused(false)` event is unreliable as a click-outside signal	COMMENT
LOW	src-tauri/src/commands.rs	1	//! Tauri commands.	COMMENT
LOW	src-tauri/src/commands.rs	241	// and remember whether launch_at_login is changing. We deliberately	COMMENT
LOW	src-tauri/src/commands.rs	301	key: "launch_at_login".into(),	COMMENT
LOW	src-tauri/src/commands.rs	1821	let proxy = proxy_url	COMMENT
LOW	src-tauri/src/commands.rs	1901		COMMENT
LOW	src-tauri/src/commands.rs	2081	data_dir_pointer::clear()?;	COMMENT
LOW	src-tauri/src/app_menu.rs	1	//! Application menu — the macOS menu bar / Windows+Linux window menu.	COMMENT
LOW	src-tauri/src/refresh.rs	1	//! Remote `hosts` refresh, both renderer-driven and time-driven.	COMMENT
LOW	src-tauri/src/lifecycle.rs	1	//! Window lifecycle plumbing for the v5 main window.	COMMENT
LOW	src-tauri/src/lifecycle.rs	41	const GEOMETRY_PERSIST_THROTTLE_MS: u64 = 200;	COMMENT
LOW	src-tauri/src/lifecycle.rs	61	/// summon the window from the tray, which bypasses — and permanently	COMMENT
LOW	src-tauri/src/lifecycle.rs	101	}	COMMENT
LOW	src-tauri/src/lifecycle.rs	121	///	COMMENT
LOW	src-tauri/src/lifecycle.rs	141	/// `ExitRequested` while hidden — including Dock → Quit and system	COMMENT
LOW	src-tauri/src/lifecycle.rs	201	.map(\|cfg\| cfg.lightweight_mode)	COMMENT
LOW	src-tauri/src/lifecycle.rs	1041	if window.is_minimized().unwrap_or(false) {	COMMENT
LOW	src-tauri/src/lifecycle.rs	1081	/// apart. The login-launch grace window armed at setup is that signal:	COMMENT
LOW	src-tauri/src/lifecycle.rs	1221		COMMENT
LOW	src-tauri/src/find.rs	1	//! Find / replace window plumbing.	COMMENT
LOW	src-tauri/src/find.rs	181	} else {	COMMENT
LOW	src-tauri/src/bin/swh_helper.rs	1	//! `swh_helper` — the SwitchHosts privileged helper daemon (macOS).	COMMENT
LOW	src-tauri/src/hosts_apply/elevation.rs	1	//! Privileged write to the system hosts file.	COMMENT
LOW	src-tauri/src/hosts_apply/elevation.rs	21	//! with a process-lifetime cached `AuthorizationRef` (single prompt)	COMMENT
LOW	src-tauri/src/hosts_apply/elevation.rs	61	// ---- privileged-write strategy ---------------------------------------------	COMMENT
LOW	src-tauri/src/hosts_apply/elevation.rs	221	&super::write::windows_system_hosts_path()?,	COMMENT
LOW	src-tauri/src/hosts_apply/elevation.rs	541	// ---- Linux: pkexec ---------------------------------------------------------	COMMENT
LOW	src-tauri/src/hosts_apply/elevation.rs	601		COMMENT
LOW	src-tauri/src/hosts_apply/elevation.rs	681	let verb = to_wide(OsStr::new("runas"));	COMMENT
LOW	src-tauri/src/hosts_apply/elevation.rs	701	// CoInitializeEx returns:	COMMENT
LOW	src-tauri/src/hosts_apply/error.rs	1	//! Apply-time error type.	COMMENT
LOW	src-tauri/src/hosts_apply/write.rs	1	//! System hosts write orchestration.	COMMENT
LOW	src-tauri/src/hosts_apply/write.rs	341	/// Rebuild the hosts file around the SwitchHosts-managed section.	COMMENT
LOW	src-tauri/src/hosts_apply/write.rs	381	result	COMMENT
38 more matches not shown…

Hallucination Indicators4 hits · 40 pts

Severity	File	Line	Snippet	Context
CRITICAL	src/renderer/models/useHostsData.test.tsx	418	expect(main.result.current.first.hostsData.list.map((node) => node.id)).toEqual(['b', 'a'])	CODE
CRITICAL	src/renderer/models/useHostsData.test.tsx	435	expect(tray.result.current.first.hostsData.list.map((node) => node.id)).toEqual(['b', 'a'])	CODE
CRITICAL	src/renderer/models/useHostsData.test.tsx	441	expect(reopenedTray.result.current.first.hostsData.list.map((node) => node.id)).toEqual([	CODE
CRITICAL	src/renderer/models/useHostsData.test.tsx	453	expect(reopenedTray.result.current.first.hostsData.list.map((node) => node.id)).toEqual([	CODE

Decorative Section Separators8 hits · 24 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/release.yml	9	# ── Required GitHub Secrets ──────────────────────────────────────────	COMMENT
MEDIUM	.github/workflows/release.yml	25	# ── First-time setup ────────────────────────────────────────────────	COMMENT
MEDIUM	.github/workflows/release.yml	41	# ─────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	.github/workflows/release.yml	174	# ── Create the draft release ONCE before the matrix builds ────────	COMMENT
MEDIUM	.github/workflows/release.yml	286	# ── macOS ──────────────────────────────────────────────	COMMENT
MEDIUM	.github/workflows/release.yml	296	# ── Linux ──────────────────────────────────────────────	COMMENT
MEDIUM	.github/workflows/release.yml	505	# ── Finalize release after all platform builds complete ───────────	COMMENT
MEDIUM	.github/workflows/release.yml	881	# ── Generate latest.json after release assets are finalized ───────	COMMENT

Hyper-Verbose Identifiers16 hits · 18 pts

Severity	File	Line	Snippet	Context
LOW	e2e/preferences.spec.ts	13	async function expectVerticalCentersAligned(label: Locator, control: Locator) {	CODE
LOW	src/renderer/core/notify.ts	37	export function getFriendlyUpdateErrorMessage(	CODE
LOW	src/renderer/core/notify.ts	137	export function updateSuccessNotification(id: string, { title, message }: AppNotificationOptions) {	CODE
LOW	src/renderer/components/ApplicationRecoveryNotice.tsx	8	export default function ApplicationRecoveryNotice({ compact = false }: { compact?: boolean }) {	CODE
LOW	src/renderer/components/Pref/configSync.ts	7	export function mergeConfigUpdateIntoDraft(	CODE
LOW	src/renderer/components/Pref/languageOptions.ts	32	export function normalizeLanguageOptionValue(locale?: LocaleName): LanguageOptionValue \| undefined {	CODE
LOW	src/renderer/components/Pref/languageOptions.ts	41	export function resolveLanguageSelectValue(	CODE
LOW	src/renderer/components/Editor/hosts_highlight.ts	273	export function toggleCommentBySelections(	CODE
LOW	src/renderer/pages/find.tsx	122	export function sanitizeFindResultColumnWidths(widths?: number[] \| null): ResultColumnWidths \| null {	CODE
LOW	src/renderer/pages/find.tsx	132	export function getDefaultFindResultFixedColumnWidths(	CODE
LOW	src/renderer/pages/find.tsx	148	export function getFindResultColumnWidths(	CODE
LOW⚡	src/renderer/pages/find.tsx	162	function normalizeFindResultColumnMaxWidth(maxColumnWidth?: number) {	CODE
LOW⚡	src/renderer/pages/find.tsx	168	function normalizeFindResultColumnWidth(width: number) {	CODE
LOW⚡	src/renderer/pages/find.tsx	172	function getFindResultDragColumnMaxWidth(currentWidth: number, maxColumnWidth: number) {	CODE
LOW⚡	src/renderer/pages/find.tsx	176	function clampFindResultColumnWidthForDrag(	CODE
LOW	src/renderer/pages/find.tsx	187	export function resizeFindResultFixedColumnWidths(	CODE

Verbosity Indicators6 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	src-tauri/src/commands.rs	240	// Step 1: under a short cfg lock, derive the proposed `next` value	COMMENT
LOW⚡	src-tauri/src/refresh.rs	169	// Step 0: take this node's refresh mutex for the whole function.	COMMENT
LOW⚡	src-tauri/src/refresh.rs	177	// Step 1: take a consistent snapshot, then release the store lock	COMMENT
LOW⚡	src-tauri/src/refresh.rs	181	// Step 2: fetch the new content. May take seconds; lockless.	COMMENT
LOW⚡	src-tauri/src/refresh.rs	206	// Step 3: re-acquire the manifest under the store lock and stamp	COMMENT
LOW⚡	src-tauri/src/refresh.rs	211	// Step 4: tell the UI. Both events match the Electron broadcast	COMMENT

Structural Annotation Overuse6 hits · 13 pts

Severity	File	Line	Snippet	Context
LOW	src-tauri/src/commands.rs	240	// Step 1: under a short cfg lock, derive the proposed `next` value	COMMENT
LOW⚡	src-tauri/src/refresh.rs	169	// Step 0: take this node's refresh mutex for the whole function.	COMMENT
LOW⚡	src-tauri/src/refresh.rs	177	// Step 1: take a consistent snapshot, then release the store lock	COMMENT
LOW⚡	src-tauri/src/refresh.rs	181	// Step 2: fetch the new content. May take seconds; lockless.	COMMENT
LOW⚡	src-tauri/src/refresh.rs	206	// Step 3: re-acquire the manifest under the store lock and stamp	COMMENT
LOW⚡	src-tauri/src/refresh.rs	211	// Step 4: tell the UI. Both events match the Electron broadcast	COMMENT

Redundant / Tautological Comments1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/release.yml	40	# Set APPLE_TEAM_ID to J5J6USUX2F.	COMMENT

oldj/SwitchHosts

Open-Source Code Quality, Security and Technical Debt Review