1.6

Adjusted Signal

1.6

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

9.4K

Stars

TypeScript

Language

192.1K

Lines of Code

955

Files

179

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 3.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 114 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.4/100 · LOW

Are imports declared and package/API names verified? 7 finding(s).

Agent Over-Engineering Ratio 6.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 136 finding(s).

PR Review Velocity Impact 7.7/100 · LOW

Which changes need focused human review? 179 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 1HIGH 4MEDIUM 50LOW 124

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 179 distinct pattern matches across 10 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.

Decorative Section Separators49 hits · 154 pts

Severity	File	Line	Snippet	Context
MEDIUM	scripts/renderer-profile/run.py	184	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/run.py	186	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/run.py	300	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/run.py	302	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/run.py	417	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/run.py	419	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/lab_report.py	16	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/lab_report.py	18	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/lab_report.py	139	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/lab_report.py	141	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/lab_report.py	234	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/lab_report.py	236	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/lab_report.py	462	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/lab_report.py	464	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/lab_report.py	654	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/renderer-profile/lab_report.py	656	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/run.py	171	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/run.py	173	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/run.py	209	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/run.py	211	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/run.py	244	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/run.py	246	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/app_report.py	58	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/app_report.py	60	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/app_report.py	183	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/app_report.py	185	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/app_report.py	224	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/app_report.py	226	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/app_report.py	315	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/app_report.py	317	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/app_report.py	675	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/app_report.py	677	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/app_report.py	820	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	scripts/app-lab/app_report.py	822	# ---------------------------------------------------------------------------------------------	COMMENT
MEDIUM	src-tauri/src/modules/shell/mod.rs	129	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src-tauri/src/modules/shell/mod.rs	131	// ──────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/modules/ai/config.ts	191	// ── OpenAI ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/modules/ai/config.ts	283	// ── Anthropic ─────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/modules/ai/config.ts	354	// ── Google ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/modules/ai/config.ts	410	// ── xAI ───────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/modules/ai/config.ts	468	// ── DeepSeek ──────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/modules/ai/config.ts	497	// ── Mistral ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	src/modules/ai/config.ts	526	// ── Cerebras (autocomplete-tier) ──────────────────────────────────────────	COMMENT
MEDIUM	src/modules/ai/config.ts	555	// ── Groq (autocomplete-tier) ──────────────────────────────────────────────	COMMENT
MEDIUM⚡	src/modules/ai/config.ts	584	// ── OpenRouter (gateway; model id is user-supplied at runtime) ────────────	COMMENT
MEDIUM⚡	src/modules/ai/config.ts	594	// ── Generic OpenAI-compatible (user-defined endpoint) ─────────────────────	COMMENT
MEDIUM⚡	src/modules/ai/config.ts	604	// ── LM Studio (local; model id is user-supplied at runtime) ───────────────	COMMENT
MEDIUM⚡	src/modules/ai/config.ts	614	// ── MLX (local; Apple-silicon; model id is user-supplied at runtime) ──────	COMMENT
MEDIUM⚡	src/modules/ai/config.ts	624	// ── Ollama (local; model id is user-supplied at runtime) ──────────────────	COMMENT

Hyper-Verbose Identifiers78 hits · 81 pts

Severity	File	Line	Snippet	Context
LOW	scripts/renderer-profile/workloads.ts	96	function installCanvasInstrumentation(): void {	CODE
LOW	src/app/hooks/useAppCloseGuard.ts	52	export function canOptOutOfAppClosePrompt(blocker: AppCloseBlocker): boolean {	CODE
LOW	src/modules/sidebar/useSidebarPanel.ts	18	export function shouldPersistSidebarWidth(	CODE
LOW⚡	src/modules/settings/store.ts	724	export async function setOpenaiCompatibleBaseURL(value: string): Promise<void> {	CODE
LOW⚡	src/modules/settings/store.ts	728	export async function setOpenaiCompatibleModelId(value: string): Promise<void> {	CODE
LOW⚡	src/modules/settings/store.ts	732	export async function setOpenaiCompatibleContextLimit(	CODE
LOW	src/modules/settings/store.ts	779	export function clampEditorWordWrapColumn(value: number): number {	CODE
LOW	src/modules/settings/store.ts	798	export async function setExplorerGitDecorations(value: boolean): Promise<void> {	CODE
LOW	src/modules/settings/store.ts	816	export function coerceTerminalCursorStyle(value: unknown): TerminalCursorStyle {	CODE
LOW	src/modules/settings/store.ts	874	export async function setConfirmCloseRunningTerminal(	CODE
LOW	src/modules/settings/store.ts	923	export async function setEditorCustomFormatCommand(	CODE
LOW	src/modules/settings/store.ts	933	export async function setAgentNotificationSound(value: boolean): Promise<void> {	CODE
LOW	src/modules/statusbar/WorkspaceEnvSelector.tsx	27	function WorkspaceEnvSelectorWindows({ onSelect }: Props) {	CODE
LOW	src/modules/terminal/backend/selection.ts	26	export function setSelectedTerminalBackend(kind: TerminalBackendKind): void {	CODE
LOW	src/modules/terminal/lib/terminalLinks.ts	3	export function createTerminalLinkHandler(focus: () => void) {	CODE
LOW	src/modules/terminal/lib/terminalDiagnosticsEnabled.ts	1	export function terminalDiagnosticsEnabled(): boolean {	CODE
LOW	src/modules/terminal/lib/useTerminalFileDrop.ts	36	export function createTerminalPathDropTarget({	CODE
LOW	src/modules/terminal/lib/ptyPresentation.ts	196	export function ptyPresentationDiagnostics() {	CODE
LOW	src/modules/terminal/lib/keymap.ts	8	export function terminalWordNavigationSequence(event: TerminalKeyEvent): string \| null {	CODE
LOW	src/modules/terminal/lib/keymap.ts	17	export function terminalLineNavigationSequence(	CODE
LOW	src/modules/terminal/lib/agentActivity.ts	139	export function ensureAgentActivityListener(): Promise<void> {	CODE
LOW	src/modules/terminal/lib/terminalResizeInteraction.ts	35	export function beginTerminalResizeInteraction(token: InteractionToken): void {	CODE
LOW⚡	src/modules/terminal/lib/terminalResizeInteraction.ts	50	export function endTerminalResizeInteraction(token: InteractionToken): void {	CODE
LOW⚡	src/modules/terminal/lib/terminalResizeInteraction.ts	58	export function terminalResizeInteractionActive(): boolean {	CODE
LOW⚡	src/modules/terminal/lib/terminalResizeInteraction.ts	62	export function subscribeTerminalResizeInteraction(	CODE
LOW	src/modules/terminal/lib/terminalDiagnostics.ts	41	export function installTerminalDiagnostics(): void {	CODE
LOW	src/modules/terminal/lib/terminalResizeGesture.ts	100	export function resetTerminalResizeGestureForTest(now?: () => number): void {	CODE
LOW	src/modules/terminal/ghostty/sessionInitialization.ts	7	export function initializeSessionGeneration(	CODE
LOW	…odules/terminal/ghostty/AdaptedGhosttyTerminalModel.ts	1261	function scrollPositionFromScrollbar(scrollbar: {	CODE
LOW	src/modules/terminal/ghostty/coreCompatibility.test.ts	311	function runTerminalLifecycleCycle(): void {	CODE
LOW	src/modules/terminal/ghostty/windowPresentation.ts	25	export function terminalWindowPresentation(): WindowPresentation {	CODE
LOW	src/modules/terminal/ghostty/windowPresentation.ts	33	export function subscribeWindowPresentation(	CODE
LOW	src/modules/terminal/ghostty/windowPresentation.ts	51	export function windowPresentationDiagnostics() {	CODE
LOW	src/modules/terminal/ghostty/GhosttyCoreRuntime.ts	306	export function ghosttyCoreRuntimeDiagnostics(): GhosttyRuntimeDiagnostics \| null {	CODE
LOW	…/modules/terminal/ghostty/useGhosttyTerminalSession.ts	118	export function useGhosttyTerminalSession({	CODE
LOW	…/modules/terminal/ghostty/useGhosttyTerminalSession.ts	378	export async function ghosttyLeafHasForegroundProcess(	CODE
LOW	…/modules/terminal/ghostty/useGhosttyTerminalSession.ts	446	export function ghosttySessionDiagnostics() {	CODE
LOW	…/modules/terminal/ghostty/useGhosttyTerminalSession.ts	464	export function ghosttySessionResourceTotals() {	CODE
LOW	…/modules/terminal/ghostty/useGhosttyTerminalSession.ts	598	async function initializeSessionGeneration(	CODE
LOW	…/modules/terminal/ghostty/useGhosttyTerminalSession.ts	952	function createWebGlFallbackSurface(	CODE
LOW	src/modules/terminal/ghostty/gpu/GestureBacking.ts	77	export function measureGestureBackingEnvironment(	CODE
LOW	…/modules/terminal/ghostty/gpu/WebGpuTerminalRuntime.ts	1219	export function webGpuTerminalRuntimeDiagnostics(): WebGpuRuntimeStats \| null {	CODE
LOW	src/modules/terminal/ghostty/gpu/WebGpuCellBuffer.ts	37	export function compactWebGpuCellCapacity(	CODE
LOW	src/modules/terminal/ghostty/gpu/GcPressure.ts	152	export function gcPressureOptionsFromStorage(): GcPressureOptions {	CODE
LOW	src/modules/terminal/ghostty/gpu/builtin/boxDrawing.ts	293	export function diagonalUpperRightToLowerLeft(	CODE
LOW	src/modules/terminal/ghostty/gpu/builtin/boxDrawing.ts	309	export function diagonalUpperLeftToLowerRight(	CODE
LOW	src/modules/terminal/ghostty/core/terminalActions.ts	5	export function clearTerminalBufferSequence(	CODE
LOW	…modules/terminal/ghostty/webgl/WebGlTerminalRuntime.ts	407	export function webGlTerminalRuntimeDiagnostics(): WebGlRuntimeStats \| null {	CODE
LOW	src/modules/terminal/ghostty/webgl/WebGlCellRenderer.ts	1325	function writeNormalizedPackedColor(	CODE
LOW	…minal/ghostty/selection/TerminalSelectionController.ts	315	export function shouldStartTerminalSelection(	CODE
LOW	src/modules/agents/lib/launcher.ts	64	export function validateAgentLaunchCommand(	CODE
LOW	src/modules/agents/lib/launcher.ts	84	export function normalizeAgentLaunchCommands(	CODE
LOW	src/modules/agents/lib/review.ts	41	export function maybeTriggerManagedReview(leafId: number): void {	CODE
LOW	src/modules/agents/lib/review.ts	52	export function firePendingReviewForSession(sessionId: string): void {	CODE
LOW	src/modules/agents/lib/notificationGate.ts	13	export function createAgentNotificationGate(	CODE
LOW	src/modules/agents/lib/delivery.ts	3	export function resolveAgentNotificationDelivery({	CODE
LOW	src/modules/agents/lib/sound.ts	41	export function playAgentNotificationSound(): void {	CODE
LOW	src/modules/explorer/lib/useExplorerDnd.ts	33	export function resolveExplorerMoveTarget(	CODE
LOW	src/modules/explorer/lib/gitStatusUtils.ts	55	export function bubbleUpDirectoryStatuses(	CODE
LOW	src/modules/lsp/lib/sessionManager.ts	158	function getOrCreateSession(	CODE
18 more matches not shown…

Over-Commented Block24 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	vite.config.ts	181	"console.trace",	COMMENT
LOW	scripts/renderer-profile/Lab.swift	1	import Cocoa	COMMENT
LOW	scripts/renderer-profile/suite.sh	1	#!/bin/bash	COMMENT
LOW	src-tauri/src/modules/ai_sessions.rs	1	//! Conversation message files, one atomically replaced file per session.	COMMENT
LOW	src-tauri/src/modules/ipc_body.rs	1	//! Raw IPC request bodies.	COMMENT
LOW	src-tauri/src/modules/bench.rs	1	//! Real-application benchmark support ("app lab"). Compiled only with `--features bench`.	COMMENT
LOW	src-tauri/src/modules/secrets.rs	1	//! Secret storage with platform-appropriate backends.	COMMENT
LOW	src-tauri/src/modules/net/clients.rs	1	//! Cached `reqwest` clients for the AI proxy.	COMMENT
LOW	src-tauri/src/modules/pty/session.rs	141	pub(super) fn drop_session(session: Arc<Session>) {	COMMENT
LOW	src-tauri/src/modules/pty/hub.rs	1	//! The PTY transport hub: one thread for the whole process, serving every	COMMENT
LOW	src-tauri/src/modules/pty/protocol.rs	1	//! The `terax-pty` custom URI scheme: the HTTP-shaped edge of the PTY hub.	COMMENT
LOW	src-tauri/src/modules/pty/output.rs	1	//! Byte-based flow-control credit for one PTY's output stream.	COMMENT
LOW	src-tauri/src/modules/pty/presentation.rs	21	/// otherwise runs in lockstep with the poll round trip; at 256 KiB a 16 MiB	COMMENT
LOW	src-tauri/src/modules/pty/wire.rs	1	//! Binary framing for the multiplexed `terax-pty` stream. Pure and	COMMENT
LOW	src-tauri/src/modules/fs/index.rs	1	//! Per-root file-list cache behind `fs_search` and `fs_list_files`.	COMMENT
LOW	src-tauri/src/modules/fs/watch/macos.rs	1	//! FSEvents backend.	COMMENT
LOW	src-tauri/src/modules/fs/watch/plan.rs	461	fn trim_separator(path: &[u8]) -> &[u8] {	COMMENT
LOW	src-tauri/src/modules/git/untracked.rs	1	//! Untracked directories in the changes list.	COMMENT
LOW	src/modules/git-history/lib/graph.ts	1	// Lane-based graph layout for a linear git log.	COMMENT
LOW	src/modules/terminal/lib/ptyWire.ts	1	// Binary framing for the multiplexed `terax-pty` stream. Mirrors	COMMENT
LOW	src/modules/explorer/InlineInput.tsx	21	const [value, setValue] = useState(initial);	COMMENT
LOW	src/modules/theme/livePageResize.ts	1	// Page tiles during a window drag (WebKit / macOS).	COMMENT
LOW	src/modules/theme/windowActivity.ts	1	// "Is anyone looking at this window?" - one answer for the whole webview.	COMMENT
LOW	src/modules/editor/AiDiffPane.tsx	41	// background:	COMMENT

Empty Error Handlers4 hits · 20 pts

Severity	File	Line	Snippet	Context
HIGH	scripts/renderer-profile/run.py	493	except OSError:	CODE
HIGH	scripts/app-lab/run.py	504	except ProcessLookupError:	CODE
HIGH	scripts/app-lab/run.py	624	except subprocess.TimeoutExpired:	CODE
HIGH	scripts/app-lab/run.py	282	except ValueError:	CODE

Deep Nesting11 hits · 11 pts

Severity	File	Line	Context
LOW	scripts/renderer-profile/procstats.py	201	CODE
LOW	scripts/renderer-profile/lab_report.py	282	CODE
LOW	scripts/renderer-profile/lab_report.py	515	CODE
LOW	scripts/ipc-profile/run.py	48	CODE
LOW	scripts/app-lab/run.py	214	CODE
LOW	scripts/app-lab/run.py	411	CODE
LOW	scripts/app-lab/app_report.py	253	CODE
LOW	scripts/app-lab/app_report.py	324	CODE
LOW	scripts/app-lab/app_report.py	365	CODE
LOW	scripts/app-lab/app_report.py	439	CODE
LOW	scripts/app-lab/app_report.py	556	CODE

Hallucination Indicators1 hit · 10 pts

Severity	File	Line	Snippet	Context
CRITICAL	…les/terminal/ghostty/gpu/WebGpuTerminalSurface.test.ts	286	expect(h.atlas.resolve.mock.calls.map(([text]) => text)).toEqual(["b"]);	CODE

Fake / Example Data6 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW	scripts/terminal-visual/main.ts	286	lines.push("selected line one: lorem ipsum dolor sit amet");	CODE
LOW	scripts/terminal-visual/main.ts	286	lines.push("selected line one: lorem ipsum dolor sit amet");	CODE
LOW	scripts/terminal-visual/main.ts	562	return `${colorize(`token ${tick}`, 33 + (tick % 8))} lorem ipsum dolor sit amet consectetur adipiscing elit ${tic	CODE
LOW	scripts/terminal-visual/main.ts	562	return `${colorize(`token ${tick}`, 33 + (tick % 8))} lorem ipsum dolor sit amet consectetur adipiscing elit ${tic	CODE
LOW	scripts/renderer-profile/workloads.ts	952	text += `\x1b[3${line % 8}m${String(line).padStart(6, "0")}\x1b[0m lorem ipsum dolor sit amet consectetur adipisci	CODE
LOW	scripts/renderer-profile/workloads.ts	952	text += `\x1b[3${line % 8}m${String(line).padStart(6, "0")}\x1b[0m lorem ipsum dolor sit amet consectetur adipisci	CODE

Excessive Try-Catch Wrapping4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	scripts/renderer-profile/run.py	161	except Exception:	CODE
LOW	scripts/renderer-profile/run.py	515	except Exception as error: # a partial report is still worth keeping	CODE
LOW	scripts/app-lab/run.py	147	except Exception:	CODE
LOW	scripts/app-lab/run.py	645	except Exception as error:	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	src/modules/theme/surfaceFrame.ts	26	// Keep animating until the still is ready, so freezing is seamless instead	COMMENT

Modern Structural Boilerplate1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	scripts/renderer-profile/procstats.py	245	def set_members(self, members: dict[int, str]) -> None:	CODE

crynta/terax-ai

Open-Source Code Quality, Security and Technical Debt Review