AI Slop Code Risk Monitor

Termix-SSH/Termix

SlopCodeMonitor badge for Termix-SSH/Termix Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

Self-hosted, plugin-based server management.

0.1 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for Termix-SSH/Termix, a TypeScript project with 15,754 GitHub stars. SynthScan examined 1,922,051 lines of code across 1703 source files, recording 249 pattern matches distributed across 5 syntactic categories. The legacy adjusted pattern signal is 0.1 (Low pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

0.1
Adjusted Signal
0.1
Raw Pattern Score
100%
Time Factor
2026-10-30
Last Push
15.8K
Stars
TypeScript
Language
1.9M
Lines of Code
1.7K
Files
249
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 0.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 243 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 3 finding(s).

Agent Over-Engineering Ratio 0.7/100 · LOW

Are wrappers, guards, and repeated structures necessary? 239 finding(s).

PR Review Velocity Impact 0.7/100 · LOW

Which changes need focused human review? 249 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 2MEDIUM 3LOW 244

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 249 distinct pattern matches across 5 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 Identifiers236 hits · 241 pts
SeverityFileLineSnippetContext
LOWpackages/plugin-sdk/src/host-commands.ts256export function buildListUpgradableCommand(pkg: PackageManager): string | null {CODE
LOWpackages/plugin-sdk/src/host-commands.ts305export function buildPackageActionCommand(CODE
LOWpackages/plugin-sdk/src/host-commands.ts333export function buildPackageRemoveCommand(CODE
LOWpackages/plugin-sdk/src/host-commands.ts444function looksLikePermissionDenied(text: string): boolean {CODE
LOWpackages/plugin-sdk/src/manifest.ts1269function validateNativeDependencies(value: unknown, errors: string[]): void {CODE
LOWpackages/plugin-sdk/src/manifest.ts1780function validateKeybindingActions(value: unknown, errors: string[]): void {CODE
LOWpackages/plugin-sdk/src/manifest.ts1822export function validateKeybindingActionParams(CODE
LOWpackages/plugin-sdk/src/host-scripts/docker.ts11export function normalizeContainerRuntime(value: unknown): ContainerRuntime {CODE
LOWpackages/plugin-sdk/src/host-scripts/metrics.ts390export function filterExcludedFilesystems(CODE
LOWpackages/plugin-sdk/src/host-scripts/metrics.ts408export function mergeMonitoredFilesystems(CODE
LOWsrc/ui/main-axios.ts279export function isCurrentAuthInvalidationError(error: unknown): boolean {CODE
LOWsrc/ui/main-axios.ts632export function createRemoteOriginApiInstance(path: string): AxiosInstance {CODE
LOWsrc/ui/main-axios.ts1111export async function requestDesktopAutoSession(): Promise<DesktopAutoSessionOutcome> {CODE
LOWsrc/ui/sidebar/quick-connect-host.ts81export function quickConnectHostToPayload(host: Host): SSHHostData {CODE
LOWsrc/ui/sidebar/host-contributions.ts128export function hostEditorToolbarItemsFor(CODE
LOWsrc/ui/settings/settings-components.ts37export function registerSettingsComponent(CODE
LOWsrc/ui/auth/Auth.tsx681 function continueLocalDesktopSession() {CODE
LOWsrc/ui/auth/silent-signin.ts1export function shouldTriggerSilentSignin(search: string) {CODE
LOWsrc/ui/auth/silent-signin.ts11export function removeSilentSigninFromSearch(search: string) {CODE
LOWsrc/ui/shell/action-registry.ts186export function unregisterSlotContribution(CODE
LOWsrc/ui/shell/action-registry.ts219export function subscribeToActionRegistry(listener: () => void): () => void {CODE
LOWsrc/ui/shell/shell-layout.ts37function isUnregisteredPluginTabType(type: string): boolean {CODE
LOWsrc/ui/shell/reconnect-tabs.ts4export function reconnectDisconnectedTabs(tabs: readonly Tab[]) {CODE
LOWsrc/ui/shell/TabContext.tsx73export function clearTermixSessionStorage() {CODE
LOWsrc/ui/shell/controller/ShellControllerProvider.tsx55export function useOptionalShellController(): ShellController | null {CODE
LOWsrc/ui/ssh/dialogs/HostKeyVerificationDialog.tsx68export function HostKeyVerificationDialog({CODE
LOWsrc/ui/hooks/useSshAuthProviders.ts28export function invalidateSshAuthProviders(): void {CODE
LOWsrc/ui/lib/client-cache-version.ts28export async function prepareClientCacheVersion(): Promise<void> {CODE
LOWsrc/ui/lib/local-adaptive-engine.ts207export function recordLocalAdaptiveChoice(CODE
LOWsrc/ui/lib/local-adaptive-engine.ts230export function recordLocalAdaptiveOutcome(CODE
LOWsrc/ui/lib/electron-wheel-zoom.ts3export function installElectronWheelZoomGuard(): () => void {CODE
LOWsrc/ui/lib/hosts-request-cache.ts20function bindInvalidationListeners(): void {CODE
LOW⚡src/ui/lib/hosts-request-cache.ts50export function invalidateServerStatusCache(): void {CODE
LOW⚡src/ui/lib/hosts-request-cache.ts60export function invalidateSSHFoldersCache(): void {CODE
LOW⚡src/ui/lib/hosts-request-cache.ts65export function invalidateHostsAndStatusCaches(): void {CODE
LOWsrc/ui/lib/app-keyboard-shortcuts.ts30export function createCommandPaletteShortcutMatcher() {CODE
LOWsrc/ui/lib/adaptive-resource-budget.ts154export function resetAdaptiveResourceState(): void {CODE
LOWsrc/ui/lib/adaptive-resource-budget.ts160export function computeAdaptiveResourceBudget(CODE
LOWsrc/ui/lib/adaptive-resource-budget.ts240export function getAdaptiveResourceBudget(CODE
LOWsrc/ui/lib/adaptive-resource-budget.ts251export function runAdaptiveBackgroundTask(CODE
LOWsrc/ui/lib/ServerStatusContext.tsx219export function useOptionalHostStatusEntry(CODE
LOWsrc/ui/lib/connection-origin.ts57async function getRemoteConnectionTarget(): Promise<RemoteConnectionTarget | null> {CODE
LOWsrc/ui/lib/local-adaptive-preferences.ts35export function clearLocalAdaptivePreferences(): void {CODE
LOWsrc/ui/lib/local-adaptive-preferences.ts41export function recordHostActionPreference(CODE
LOWsrc/ui/lib/adaptive-polling.ts136export function getPollingEnvironmentMultiplier(CODE
LOWsrc/ui/api/user-management-api.ts211export async function updateRegistrationAllowed(CODE
LOWsrc/ui/api/user-management-api.ts235export async function updateExternalAutoProvision(CODE
LOWsrc/ui/api/user-management-api.ts248export async function getSecondFactorAfterExternalLogin(): Promise<{CODE
LOWsrc/ui/api/user-management-api.ts261export async function updateSecondFactorAfterExternalLogin(CODE
LOWsrc/ui/api/user-management-api.ts275export async function updatePasswordLoginAllowed(CODE
LOWsrc/ui/api/user-management-api.ts297export async function updatePasswordResetAllowed(CODE
LOWsrc/ui/api/host-sidebar-preferences-api.ts10export async function getHostSidebarPreferences(): Promise<HostSidebarPreferences> {CODE
LOWsrc/ui/api/host-sidebar-preferences-api.ts20export async function saveHostSidebarPreferences(CODE
LOWsrc/ui/api/private-endpoints-api.ts8export async function getNotificationPrivateEndpoints(): Promise<string[]> {CODE
LOWsrc/ui/api/private-endpoints-api.ts17export async function setNotificationPrivateEndpoints(CODE
LOWsrc/ui/api/credential-sidebar-preferences-api.ts10export async function getCredentialSidebarPreferences(): Promise<CredentialSidebarPreferences> {CODE
LOWsrc/ui/api/credential-sidebar-preferences-api.ts20export async function saveCredentialSidebarPreferences(CODE
LOWsrc/ui/api/credentials-api.ts104export async function getSSHHostWithCredentials(CODE
LOWsrc/ui/api/host-status-api.ts182export async function updateStatusCheckSettings(settings: {CODE
LOWsrc/ui/api/plugins-api.ts180export async function updatePluginAdminSettings(CODE
176 more matches not shown…
Cross-Language Confusion (JS/TS)2 hits · 10 pts
SeverityFileLineSnippetContext
HIGHpackages/plugin-sdk/src/host-scripts/shell.ts59elif sudo -n true 2>/dev/null; then unset TERMIX_PW; exec ${SUDO} ${run}CODE
HIGHpackages/plugin-sdk/src/host-scripts/systemd.ts126elif command -v rc-service >/dev/null 2>&1; then INIT=openrc; fiCODE
Decorative Section Separators3 hits · 9 pts
SeverityFileLineSnippetContext
MEDIUMsrc/ui/shell/split/split-tabs.ts242// ─── Persistence ──────────────────────────────────────────────────────────────COMMENT
MEDIUMsrc/ui/shell/controller/use-tabs.ts161 // ─── Where opened tabs go ─────────────────────────────────────────────────COMMENT
MEDIUMsrc/ui/shell/controller/use-tabs.ts482 // ─── Tab management ──────────────────────────────────────────────────────COMMENT
Over-Commented Block7 hits · 7 pts
SeverityFileLineSnippetContext
LOWdocker/docker-compose.yml21 # TERMIX_REQUIRE_EXTERNAL_SECRETS: "true"COMMENT
LOWsrc/main.tsx321 ]);COMMENT
LOWsrc/ui/main-axios.ts1081COMMENT
LOWsrc/ui/auth/Auth.tsx481 // embedded backend is bundled, always-on infrastructure, not somethingCOMMENT
LOWsrc/ui/shell/stage/tab-stage-store.ts141 // xterm renders to a <canvas>; visibility:hidden alone can still letCOMMENT
LOWsrc/backend/database/db/index.ts1621 // --- alerts end ---COMMENT
LOWsrc/backend/database/routes/plugin-api-routes.ts1// Mounted at /plugin-api. Every plugin that serves HTTP registers a routerCOMMENT
Fake / Example Data1 hit · 1 pts
SeverityFileLineSnippetContext
LOWpackages/plugin-sdk/src/testing.ts1315 token: `fake-token-${auth.userTokens.length}`,CODE