AI Slop Code Risk Monitor

naver/billboard.js

SlopCodeMonitor badge for naver/billboard.js Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

📊 Re-usable, easy interface JavaScript chart library based on D3.js, with SVG and Canvas rendering support

0.8 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for naver/billboard.js, a TypeScript project with 6,025 GitHub stars. SynthScan examined 158,024 lines of code across 411 source files, recording 82 pattern matches distributed across 6 syntactic categories. The legacy adjusted pattern signal is 0.8 (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.

0.8
Adjusted Signal
0.8
Raw Pattern Score
100%
Time Factor
2026-10-27
Last Push
6.0K
Stars
TypeScript
Language
158.0K
Lines of Code
411
Files
82
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 2.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 73 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.6/100 · LOW

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

Agent Over-Engineering Ratio 2.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 69 finding(s).

PR Review Velocity Impact 4.1/100 · LOW

Which changes need focused human review? 82 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 5HIGH 0MEDIUM 2LOW 75

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 82 distinct pattern matches across 6 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 Identifiers67 hits · 64 pts
SeverityFileLineSnippetContext
LOWtest/esm/canvas-spec.ts194 function getCanvasSubchartClientPoint(coord, crossRatio = 0.5) {CODE
LOWsrc/config/resolver/canvas.ts101function getCanvasLegendPointPattern($$, id: string): string {CODE
LOWsrc/config/resolver/canvas.ts145function updateCanvasLegendItemMap($$, item): void {CODE
LOWsrc/config/resolver/canvas.ts202function revertCanvasHtmlLegendFocus($$): void {CODE
LOWsrc/config/resolver/canvas.ts216function setCanvasLegendTargetFocus($$, id: string): void {CODE
LOWsrc/config/resolver/canvas.ts234function revertCanvasLegendTargetFocus($$): void {CODE
LOWsrc/config/resolver/canvas.ts249function getCanvasLegendTouchPoint(event): Touch | undefined {CODE
LOWsrc/config/resolver/canvas.ts260function setCanvasLegendTouchStart($$, id: string, event): void {CODE
LOWsrc/config/resolver/canvas.ts279function updateCanvasLegendTouchMove($$, event): void {CODE
LOWsrc/config/resolver/canvas.ts314function markCanvasLegendTouchClick($$, id: string): void {CODE
LOWsrc/config/resolver/canvas.ts326function isDuplicateCanvasLegendTouchClick($$, id: string): boolean {CODE
LOWsrc/config/resolver/canvas.ts346function bindCanvasHtmlLegendInteractions($$, item): void {CODE
LOWsrc/config/resolver/canvas.ts501function getCanvasEventClientPoint(event: MouseEvent | PointerEvent | TouchEvent) {CODE
LOWsrc/config/resolver/canvas.ts576function getCanvasHoverDatumFromPoint($$, point: number[]) {CODE
LOWsrc/config/resolver/canvas.ts653function normalizeCanvasSubchartDomain($$, domain): any[] | null {CODE
LOWsrc/config/resolver/canvas.ts708function getCanvasMainPointFromSubchart($$, point: number[]): number[] | null {CODE
LOWsrc/config/resolver/canvas.ts736function getCanvasSubchartBrushExtent($$): [number, number] {CODE
LOWsrc/config/resolver/canvas.ts760function getCanvasSubchartBrushCoord(CODE
LOWsrc/config/resolver/canvas.ts792function getCanvasSubchartDomainFromCoords($$, start: number, end: number): any[] {CODE
LOWsrc/config/resolver/canvas.ts808function getCanvasSubchartBrushSelection($$): [number, number] | null {CODE
LOWsrc/config/resolver/canvas.ts839function getCanvasSubchartBrushMode($$, coord: number):CODE
LOWsrc/config/resolver/canvas.ts871function clampCanvasSubchartSelection($$, start: number, end: number): [number, number] {CODE
LOWsrc/config/resolver/canvas.ts912function getCanvasSelectionDragDelta($$, dataRows): {included: Set<string>, rows: any[]} {CODE
LOWsrc/config/resolver/canvas.ts989function isCanvasPointBasedInteraction($$, d): boolean {CODE
LOWsrc/config/resolver/canvas.ts1010function getCanvasTouchListenerOption(config): AddEventListenerOptions {CODE
LOWsrc/config/resolver/canvas.ts1071function shouldHandleCanvasPointerEvent($$, event: PointerEvent): boolean {CODE
LOWsrc/config/resolver/canvas.ts1082function isDuplicateCanvasInputClick($$, d): boolean {CODE
LOWsrc/config/resolver/canvas.ts1139function interpolateCanvasFlowDomain(start, end, ratio: number, isLog = false): any[] {CODE
LOWsrc/module/worker.ts280function getOrCreateWorkerResources(op: string, workerUrl = ""):CODE
LOWsrc/module/worker.ts280function getOrCreateWorkerResources(op: string, workerUrl = ""):CODE
LOWsrc/canvas/CanvasRenderer.ts123function getPreservedAspectRatioRect(CODE
LOWsrc/canvas/CanvasRenderer.ts256function getSubchartBrushHandlePath(axis: "x" | "y", type: "start" | "end"): Path2D | null {CODE
LOWsrc/canvas/CanvasRenderer.ts347function getCanvasTargetFocusOpacity($$, d): number {CODE
LOWsrc/canvas/CanvasRenderer.ts424function getCanvasLinearGradientFill(CODE
LOWsrc/canvas/CanvasRenderer.ts515function shouldCullDenseScatterPoints($$, target, pointType, hasGradient: boolean): boolean {CODE
LOWsrc/canvas/CanvasRenderer.ts750function drawCanvasLineWithDataRegions($$, target, painter: CanvasPainter): void {CODE
LOWsrc/canvas/CanvasAxisRenderer.ts131function getHorizontalXAxisClipRect(margin, width: number, height: number): CanvasRect {CODE
LOWsrc/canvas/CanvasAxisRenderer.ts164function getAxisTooltipBackgroundColor($$, id: AxisType): string | null {CODE
LOWsrc/canvas/CanvasAxisRenderer.ts239function getAxisLabelCanvasPosition(CODE
LOWsrc/canvas/CanvasAxisRenderer.ts584function normalizeXRegionBoundaryValue($$, value: AxisTickValue): AxisTickValue {CODE
LOWsrc/canvas/CanvasAxisRenderer.ts599function hasCategoryRegionBoundaryOffset($$, value: AxisTickValue): boolean {CODE
LOWsrc/canvas/CanvasAxisRenderer.ts670function getRotatedLineTextPosition(position: string | undefined, start: number,CODE
LOWsrc/canvas/CanvasTheme.ts437function getGridLineSelectorTarget(CODE
LOWsrc/canvas/CanvasTheme.ts487function getGridLineSelectorOverrides(CODE
LOWsrc/canvas/axisTicks.ts674function getCategoryXTickLineValues($$, targetScale = getXScale($$),CODE
LOWsrc/canvas/axisTicks.ts734function hasOverlappedXTickLineIntervals($$, ticks: AxisTickValue[], tickLineWidth: number,CODE
LOWsrc/canvas/axisTicks.ts948export function getAdditionalAxisTickValues($$, id: AxisType, scale, axisConfig): AxisTickValue[] {CODE
LOWsrc/canvas/axisTicks.ts972export function getAdditionalAxisTickFormat($$, axisConfig): AxisTickFormat {CODE
LOWsrc/canvas/geometry.ts45export function getCanvasCandlestickGeometry(CODE
LOWsrc/canvas/pointPattern.ts294function getPointPresentationValue(node: Element, name: string): string | null {CODE
LOWsrc/canvas/util.ts94export function getCanvasComparableXDomain($$): [number, number] | null {CODE
LOWsrc/canvas/util.ts180export function getCanvasTargetVisibleRange($$, target, padding = 1): CanvasValueRange {CODE
LOWsrc/canvas/util.ts367export function createCanvasPointOccupancyGrid(CODE
LOWsrc/canvas/HitDetector.ts140function shouldCullDenseScatterHitPoints($$, target): boolean {CODE
LOWsrc/ChartInternal/ChartInternal.ts79function getUnsupportedCanvasRenderType($$): string | null {CODE
LOWsrc/ChartInternal/ChartInternal.ts96function fallbackUnsupportedCanvasRenderMode($$): void {CODE
LOWsrc/ChartInternal/interactions/subchart.ts42function syncSubchartGridFocusStyle($$, line): void {CODE
LOWsrc/ChartInternal/interactions/subchart.ts77function showContinuousSubchartGridFocus($$): boolean {CODE
LOWsrc/ChartInternal/interactions/subchart.ts120function hideContinuousSubchartGridFocus($$): void {CODE
LOWsrc/ChartInternal/interactions/subchart.ts134function getMainPointFromSubchartEvent($$, event, context): [number, number] | null {CODE
7 more matches not shown…
Hallucination Indicators5 hits · 50 pts
SeverityFileLineSnippetContext
CRITICALtest/interactions/interaction-spec.ts46 chart.internal.state.eventReceiver.coords.forEach((v, i) => {CODE
CRITICALtest/interactions/interaction-spec.ts98 chart.internal.state.eventReceiver.coords.forEach((v, i) => {CODE
CRITICALtest/internals/resize-live-canvas-spec.ts124 expect(+internal.canvasEngine.canvas.style.height.replace("px", ""))CODE
CRITICALtest/internals/axis-spec.ts2655 chart.internal.state.eventReceiver.coords.forEach((d, idx) => {CODE
CRITICALtest/api/load-spec.ts474 chart.internal.state.eventReceiver.data.forEach(function(v, i) {CODE
Decorative Section Separators2 hits · 6 pts
SeverityFileLineSnippetContext
MEDIUMbenchmark/perf.spec.ts346 // ── Print results ──────────────────────────────────────────────────────────COMMENT
MEDIUMbenchmark/perf.spec.ts408 // ── Save results ───────────────────────────────────────────────────────────COMMENT
Over-Commented Block5 hits · 5 pts
SeverityFileLineSnippetContext
LOWdemo/simple-sidebar.css441COMMENT
LOWdemo/demo.js8221 description: "Given data will be formatted in Worker thread at the initial time.<br>*Under a strict CSP which blocks COMMENT
LOWtest/shape/bar-spec.ts1741 // ],COMMENT
LOWtest/module/module-spec.ts81 // expect(getGlobal().document).to.be.ok;COMMENT
LOWtest/api/category-spec.ts41 // ["x", "a", "b", "c", "d", "e"],COMMENT
Fake / Example Data2 hits · 2 pts
SeverityFileLineSnippetContext
LOWdemo/demo.js3382 format: function(v, id ,i, j) { return v > 0 ? "Ipsum is\nsimply dummy text" : "Lorem Ipsum is simply dummy text";CODE
LOWtest/internals/data-spec.ts1243 "Lorem Ipsum is simply dummy text";CODE
Overly Generic Function Names1 hit · 1 pts
SeverityFileLineSnippetContext
LOWbenchmark/perf.spec.ts192 function getData(s: number, n: number, type: string): any[][] {CODE