AI Slop Code Risk Monitor

sirmalloc/ccstatusline

SlopCodeMonitor badge for sirmalloc/ccstatusline Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

🚀 Beautiful highly customizable statusline for Claude Code CLI with powerline support, themes, and more.

2.4 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for sirmalloc/ccstatusline, a TypeScript project with 13,480 GitHub stars. SynthScan examined 95,237 lines of code across 487 source files, recording 208 pattern matches distributed across 5 syntactic categories. The legacy adjusted pattern signal is 2.4 (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.

2.4
Adjusted Signal
2.4
Raw Pattern Score
100%
Time Factor
2026-10-31
Last Push
13.5K
Stars
TypeScript
Language
95.2K
Lines of Code
487
Files
208
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 10.9/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 204 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.2/100 · LOW

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

Agent Over-Engineering Ratio 10.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 191 finding(s).

PR Review Velocity Impact 10.3/100 · LOW

Which changes need focused human review? 208 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 208

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 208 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 Identifiers191 hits · 200 pts
SeverityFileLineSnippetContext
LOWremotion/tuiDemo.tsx1225function getLineTwoPreviewSegments(phase: Phase): string[] {CODE
LOWremotion/tuiDemo.tsx1564function getFreshInstallWidgetColor(segment: string): string {CODE
LOWremotion/tuiDemo.tsx1808function getUsagePercentKeybindsText(mode: UsageDisplayMode): string {CODE
LOWsrc/ccstatusline.ts53function hasSessionDurationInStatusJson(data: StatusJSON): boolean {CODE
LOWsrc/ccstatusline.ts67function isDispatchableHookPayload(data: unknown): boolean {CODE
LOWsrc/tui/App.tsx307function getGlobalUninstallCommand(packageManager: GlobalPackageManager): string {CODE
LOWsrc/tui/App.tsx313function buildUninstallConfirmMessage(selection: UninstallSelection): string {CODE
LOWsrc/tui/App.tsx339function clearInstallationMetadata(settings: Settings | null): Settings | null {CODE
LOWsrc/tui/App.tsx350export function classifyInstalledStatusLine(CODE
LOWsrc/tui/App.tsx379function getPinnedGlobalRelaunchCommand(packageManager: GlobalPackageManager): string {CODE
LOWsrc/tui/App.tsx427export function getPathInferredInstallation(CODE
LOWsrc/tui/App.tsx468export function clearInstallMenuSelection(menuSelections: Record<string, number>): Record<string, number> {CODE
LOWsrc/tui/App.tsx487export function buildInvalidConfigSaveConfirm(CODE
LOWsrc/tui/claude-status.ts11export async function loadClaudeStatusLineState(): Promise<ClaudeStatusLineState> {CODE
LOWsrc/tui/components/StatusLinePreview.tsx62export function preparePreviewLineForTerminal(line: string, terminalWidth: number): string {CODE
LOWsrc/tui/components/PowerlineThemeSelector.tsx44export function applyCustomPowerlineTheme(CODE
LOWsrc/tui/components/ManageInstallationMenu.tsx76export function buildManageInstallationItems(): ListEntry<ManageInstallationAction>[] {CODE
LOWsrc/tui/components/ItemsEditor.tsx82function isMergedIntoPreviousWidget(widgets: WidgetItem[], index: number): boolean {CODE
LOWsrc/tui/components/PowerlineSetup.tsx106export function buildPowerlineSetupMenuItems(CODE
LOWsrc/tui/components/TerminalOptionsMenu.tsx27export function shouldWarnOnColorLevelChange(CODE
LOWsrc/tui/components/TerminalOptionsMenu.tsx37export function buildTerminalOptionsItems(CODE
LOWsrc/tui/components/RefreshIntervalMenu.tsx22function getRefreshIntervalSublabel(interval: number | null, supported: boolean): string {CODE
LOWsrc/tui/components/RefreshIntervalMenu.tsx46export function buildConfigureStatusLineItems(CODE
LOWsrc/tui/components/RefreshIntervalMenu.tsx84export function validateRefreshIntervalInput(value: string): string | null {CODE
LOWsrc/tui/components/RefreshIntervalMenu.tsx128export function validateCustomCommandCacheTtlInput(value: string): string | null {CODE
LOWsrc/tui/components/RefreshIntervalMenu.tsx132export function validateTerminalWidthCacheTtlInput(value: string): string | null {CODE
LOWsrc/tui/components/MainMenu.tsx176export function getMainMenuSelectionIndex(items: MainMenuEntry[], option: MainMenuOption): number {CODE
LOWsrc/tui/components/MainMenu.tsx196export function getMainMenuInstallSelectionIndex(CODE
LOWsrc/tui/components/color-menu/mutations.ts88function getDefaultForegroundColor(widget: WidgetItem): string {CODE
LOWsrc/utils/session-usage-history.ts111export function getDefaultSessionUsageHistoryDeps(payload?: StatusJSON): SessionUsageHistoryDeps {CODE
LOWsrc/utils/session-usage-history.ts363export function recordSessionUsageReading(CODE
LOWsrc/utils/colors.ts299export function getAvailableBackgroundColorsForUI(): { name: string; value: string }[] {CODE
LOWsrc/utils/colors.ts309export function getBackgroundColorsForPowerline(): string[] {CODE
LOWsrc/utils/number-format.ts23export function getNumberFormatModifierText(item: WidgetItem): string | undefined {CODE
LOWsrc/utils/timezones.ts24function getSupportedTimezoneValues(): string[] {CODE
LOWsrc/utils/timezones.ts52function createLocalTimezoneOption(): TimezoneOption {CODE
LOWsrc/utils/powerline-theme-index.ts17export function assignPowerlineThemeSlots(CODE
LOWsrc/utils/powerline-theme-index.ts57export function advanceGlobalPowerlineThemeIndex(currentIndex: number, entries: PowerlineThemeSlotEntry[]): number {CODE
LOWsrc/utils/global-package-manager.ts92function getFilesystemPathVariants(filePath: string): string[] {CODE
LOWsrc/utils/global-package-manager.ts183function getNpmGlobalPackageVersion(platform: NodeJS.Platform): string | null {CODE
LOWsrc/utils/global-package-manager.ts211function getBunGlobalPackageVersion(binDir: string | null): string | null {CODE
LOWsrc/utils/global-package-manager.ts301function getActiveResolutionWarning(CODE
LOWsrc/utils/global-package-manager.ts321export function inspectActiveGlobalCommand({CODE
LOWsrc/utils/global-package-manager.ts347export function inspectGlobalPackageInstallations({CODE
LOWsrc/utils/global-package-manager.ts358export function runGlobalPackageUninstall(CODE
LOWsrc/utils/speed-window.ts23export function getWidgetSpeedWindowSeconds(item: WidgetItem): number {CODE
LOWsrc/utils/speed-window.ts37export function isWidgetSpeedWindowEnabled(item: WidgetItem): boolean {CODE
LOWsrc/utils/speed-window.ts41export function withWidgetSpeedWindowSeconds(item: WidgetItem, seconds: number): WidgetItem {CODE
LOWsrc/utils/update-checker.ts133function getAutoUpdateLaunchCommand(installation: ResolvedInstallationMetadata): string | undefined {CODE
LOWsrc/utils/context-percentage.ts20export function calculateContextPercentageMetrics(context: Pick<RenderContext, 'data' | 'tokenMetrics'>): ContextPercentCODE
LOWsrc/utils/context-percentage.ts49export function calculateContextPercentage(context: RenderContext): number {CODE
LOWsrc/utils/custom-command.ts201function writePersistentCacheEntry(CODE
LOWsrc/utils/usage-prefetch.ts152function getUsageFieldRequirements(lines: WidgetItem[][]): UsageFieldRequirement[] {CODE
LOWsrc/utils/usage-prefetch.ts177function isUsageRequirementSatisfied(data: UsageData | null, requirement: UsageFieldRequirement): boolean {CODE
LOWsrc/utils/usage-prefetch.ts185function getMissingFetchRequirements(CODE
LOWsrc/utils/usage-prefetch.ts247export function extractUsageDataFromRateLimits(rateLimits: StatusJSON['rate_limits']): UsageData | null {CODE
LOWsrc/utils/usage-prefetch.ts283export async function prefetchUsageDataIfNeeded(lines: WidgetItem[][], data?: StatusJSON): Promise<UsageData | null> {CODE
LOWsrc/utils/ansi.ts51function createUnicodePropertyRegex(pattern: string): RegExp | null {CODE
LOWsrc/utils/ansi.ts137function isZeroWidthStandaloneCluster(cluster: string): boolean {CODE
LOWsrc/utils/ansi.ts153function shouldTreatClusterAsNarrowTextPictograph(cluster: string, clusterStringWidth: number): boolean {CODE
131 more matches not shown…
Over-Commented Block7 hits · 7 pts
SeverityFileLineSnippetContext
LOWsrc/utils/session-usage-history.ts21const HISTORY_SCHEMA_VERSION = 1 as const;COMMENT
LOWsrc/utils/gradient.ts321 }COMMENT
LOWsrc/utils/gradient.ts341// function assigns a separate gradient step to each code point in the clusterCOMMENT
LOWsrc/utils/renderer.ts1401COMMENT
LOWsrc/utils/terminal-sanitize.ts1// Text in the status line comes from places the user doesn't control: theCOMMENT
LOWsrc/utils/usage-types.ts41COMMENT
LOWsrc/widgets/shared/usage-display.ts21// Shared by the usage percentage widgets and the reset timers, which render theCOMMENT
Verbosity Indicators3 hits · 7 pts
SeverityFileLineSnippetContext
LOW⚡src/utils/jsonl-blocks.ts41 // Step 1: Find all JSONL files with their modification timesCOMMENT
LOW⚡src/utils/jsonl-blocks.ts52 // Step 2: Get file stats and sort by modification time (most recent first)COMMENT
LOW⚡src/utils/jsonl-blocks.ts60 // Step 3: Progressive lookback - start small and expand if neededCOMMENT
Structural Annotation Overuse3 hits · 7 pts
SeverityFileLineSnippetContext
LOW⚡src/utils/jsonl-blocks.ts41 // Step 1: Find all JSONL files with their modification timesCOMMENT
LOW⚡src/utils/jsonl-blocks.ts52 // Step 2: Get file stats and sort by modification time (most recent first)COMMENT
LOW⚡src/utils/jsonl-blocks.ts60 // Step 3: Progressive lookback - start small and expand if neededCOMMENT
Fake / Example Data4 hits · 4 pts
SeverityFileLineSnippetContext
LOWsrc/widgets/__tests__/ClaudeAccountEmail.test.ts85 fs.writeFileSync(claudeJsonPath, JSON.stringify({ oauthAccount: { emailAddress: 'user@example.com' } }), 'utf-8'CODE
LOWsrc/widgets/__tests__/ClaudeAccountEmail.test.ts96 fs.writeFileSync(claudeJsonPath, JSON.stringify({ oauthAccount: { emailAddress: 'user@example.com' } }), 'utf-8'CODE
LOWsrc/widgets/__tests__/ClaudeAccountEmail.test.ts98 expect(render({ rawValue: true })).toBe('user@example.com');CODE
LOWsrc/widgets/__tests__/ClaudeAccountEmail.test.ts163 JSON.stringify({ oauthAccount: { emailAddress: 'user@example.com' } }),CODE