2.2

Adjusted Signal

2.2

Raw Pattern Score

100%

Time Factor

2026-10-18

Last Push

33.5K

Stars

Language

25.8K

Lines of Code

217

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 10.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 51 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 8.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 44 finding(s).

PR Review Velocity Impact 10.3/100 · LOW

Which changes need focused human review? 51 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 50

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 51 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 Identifiers44 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW	…b-panel/bridge/scripts/default/remote-popup-cleanup.js	4	(function installRemotePopupCleanup(WandEnhancer) {	CODE
LOW	…/bridge/scripts/default/installed-apps-sync/runtime.js	25	export function isDiagnosticsDebugEnabled() {	CODE
LOW	…/bridge/scripts/default/installed-apps-sync/runtime.js	31	function logContainerGraphPredicateError(error) {	CODE
LOW	…/bridge/scripts/default/installed-apps-sync/runtime.js	212	export function findInstanceInContainerGraph(	CODE
LOW	…/scripts/default/installed-apps-sync/installed-data.js	245	export function makeInstalledAppsSignature(snapshot) {	CODE
LOW	…/scripts/default/installed-apps-sync/installed-data.js	301	export function compareInstalledAppRecords(left, right) {	CODE
LOW	…/scripts/default/installed-apps-sync/installed-data.js	317	export function getInstalledVersionsForGame(gameId, data) {	CODE
LOW	…/scripts/default/installed-apps-sync/installed-data.js	336	function getResolvedUnavailableTitles(state, liveTitles) {	CODE
LOW	…/scripts/default/installed-apps-sync/installed-data.js	341	function getCorrelationIdsForUnavailableTitles(rawInstalledApps) {	CODE
LOW	…/scripts/default/installed-apps-sync/installed-data.js	378	function normalizeUnavailableTitlesResponse(value) {	CODE
LOW	…/scripts/default/installed-apps-sync/installed-data.js	383	function normalizeUnavailableTitle(title) {	CODE
LOW	…/scripts/default/installed-apps-sync/installed-data.js	408	function normalizeUnavailableTitleGame(game) {	CODE
LOW	…/scripts/default/installed-apps-sync/installed-data.js	454	export function rankInstalledAppCandidates(rawInstalledApps, game, versions) {	CODE
LOW	…/scripts/default/installed-apps-sync/installed-data.js	469	function pickPreferredInstalledApp(rawInstalledApps, game, versions) {	CODE
LOW	…bridge/scripts/default/installed-apps-sync/services.js	9	export function hasMissingOptionalServices(state) {	CODE
LOW	…bridge/scripts/default/installed-apps-sync/services.js	176	export function getTrainerLaunchRequestCtor(state, webpackRequire) {	CODE
LOW	…bridge/scripts/default/installed-apps-sync/services.js	244	function warnMissingOptionalService(state, key, message) {	CODE
LOW	…bridge/scripts/default/installed-apps-sync/services.js	253	function clearMissingOptionalServiceWarning(state, key) {	CODE
LOW	…/bridge/scripts/default/installed-apps-sync/artwork.js	86	export function getSidebarGameRowClientIcons() {	CODE
LOW	…/bridge/scripts/default/installed-apps-sync/artwork.js	126	export function getSidebarGameRowClientIconUrl(sidebarIcons, titleId, ...names) {	CODE
LOW	…/bridge/scripts/default/installed-apps-sync/artwork.js	196	export function getInstalledAppSteamAppId(platform, sku) {	CODE
LOW	…dge/scripts/default/installed-apps-sync/game-status.js	37	export function installGameStatusSubscriptions(state) {	CODE
LOW	…dge/scripts/default/installed-apps-sync/game-status.js	127	function installLifecycleSubscriptions(state) {	CODE
LOW	…dge/scripts/default/installed-apps-sync/game-status.js	169	function installTrainerVisibilitySubscription(state) {	CODE
LOW	…dge/scripts/default/installed-apps-sync/game-status.js	186	function normalizeRunningTrainerStatus(runningTrainer, event = 'snapshot') {	CODE
LOW	…dge/scripts/default/installed-apps-sync/game-status.js	215	function syncGameSessionFromTrainerStatus(state, trainerStatus) {	CODE
LOW	…dge/scripts/default/installed-apps-sync/game-status.js	278	function isSyntheticGameSessionEvent(event) {	CODE
LOW	…el/bridge/scripts/default/installed-apps-sync/index.js	242	function resolveRemoteCommandServices(state) {	CODE
LOW	…el/bridge/scripts/default/installed-apps-sync/index.js	262	function stopOptionalServicesRetry(state) {	CODE
LOW	…el/bridge/scripts/default/installed-apps-sync/index.js	271	function startOptionalServicesRetry(state) {	CODE
LOW	…scripts/default/installed-apps-sync/remote-commands.js	23	export function handleRemoteCommandRequest(state, _event, request) {	CODE
LOW	…scripts/default/installed-apps-sync/remote-commands.js	62	async function executeRemoteLaunchCommand(state, request) {	CODE
LOW	…scripts/default/installed-apps-sync/remote-commands.js	183	async function resolveTrainerInfoForGame(state, gameId, data) {	CODE
LOW	…scripts/default/installed-apps-sync/remote-commands.js	222	async function sendRemoteCommandResponse(state, response) {	CODE
LOW	web-panel/bridge/src/runtime.integration.test.ts	199	async function expectDeclaredHugeFrameClose(port: number, expectedCode: number): Promise<void> {	CODE
LOW	web-panel/bridge/src/server.ts	156	async function handleRemoteCommandMessage(client: BridgeClient, message: ClientMessage) {	CODE
LOW	web-panel/bridge/src/normalizers/game-status.ts	6	function normalizeGameStatusSnapshot(rawSnapshot: unknown): GameStatusPayload \| null {	CODE
LOW	web-panel/bridge/src/normalizers/index.ts	183	function normalizeInstalledAppsSnapshot(rawSnapshot: unknown): InstalledAppsPayload \| null {	CODE
LOW	web-panel/bridge/src/normalizers/index.ts	202	function summarizeInstalledAppsSource(rawSnapshot: unknown): string {	CODE
LOW	web-panel/bridge/src/normalizers/command-results.ts	6	function normalizeRemoteCommandAction(value: unknown): RemoteCommandAction \| null {	CODE
LOW	web-panel/bridge/src/normalizers/command-results.ts	10	function normalizeRemoteCommandResult(	CODE
LOW	web-panel/bridge/src/wand/runtime.ts	200	function dispatchRemoteCommandToRenderer(	CODE
LOW	web-panel/bridge/src/wand/runtime.ts	231	function buildRendererBridgeMissingResponse(request: unknown) {	CODE
LOW	web-panel/src/remote-session/remote-session.reducer.ts	57	export function createInitialRemoteSessionState(): RemoteSessionState {	CODE

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	WandEnhancer/Properties/Resources.Designer.cs	3	// This code was generated by a tool.	COMMENT

Over-Commented Block5 hits · 5 pts

Severity	File	Line	Snippet	Context
LOW	AsarSharp/Properties/AssemblyInfo.cs	21	// The following GUID is for the ID of the typelib if this project is exposed to COM	COMMENT
LOW	…cer/Core/Patching/Strategies/Supervised/ProcessInfo.cs	1	using System;	COMMENT
LOW	WandEnhancer/Properties/AssemblyInfo.cs	21	// COM, set the ComVisible attribute to true on that type.	COMMENT
LOW	WandEnhancer/Properties/AssemblyInfo.cs	41	)]	COMMENT
LOW	WandEnhancer/Properties/Resources.Designer.cs	1	//------------------------------------------------------------------------------	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	web-panel/bridge/src/server.ts	111	function handleRequest(request: IncomingMessage, response: ServerResponse) {	CODE

k1tbyte/Wand-Enhancer

Open-Source Code Quality, Security and Technical Debt Review