AI Slop Code Risk Monitor

magicuidesign/magicui

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

UI Library for Design Engineers. Animated components and effects you can copy and paste into your apps. Free. Open Source.

0.7 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for magicuidesign/magicui, a MDX project with 22,984 GitHub stars. SynthScan examined 92,878 lines of code across 642 source files, recording 67 pattern matches distributed across 1 syntactic category. The legacy adjusted pattern signal is 0.7 (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.

0.7
Adjusted Signal
0.7
Raw Pattern Score
100%
Time Factor
2026-10-31
Last Push
23.0K
Stars
MDX
Language
92.9K
Lines of Code
642
Files
67
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 3.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 67 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 3.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 67 finding(s).

PR Review Velocity Impact 3.5/100 · LOW

Which changes need focused human review? 67 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 67

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 67 distinct pattern matches across 1 syntactic category. 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 · 66 pts
SeverityFileLineSnippetContext
LOWapps/www/components/icons.tsx669export function getIconForLanguageExtension(language: string) {CODE
LOW…ww/components/sections/expandable-masonary-section.tsx17export function ExpandableMasonarySection({CODE
LOWapps/www/public/llms-full.txt1203export default function AnimatedBeamMultipleOutputDemo({CODE
LOWapps/www/public/llms-full.txt1716export default function AnimatedBeamMultipleOutputDemo({CODE
LOWapps/www/public/llms-full.txt2223export function AnimatedCircularProgressBar({CODE
LOWapps/www/public/llms-full.txt2332export default function AnimatedCircularProgressBarDemo() {CODE
LOWapps/www/public/llms-full.txt3112function getThemeTransitionClipPaths(CODE
LOWapps/www/public/llms-full.txt3425export default function AnimatedThemeTogglerSquareDemo() {CODE
LOWapps/www/public/llms-full.txt3440export default function AnimatedThemeTogglerDiamondDemo() {CODE
LOWapps/www/public/llms-full.txt3455export default function AnimatedThemeTogglerRectangleDemo() {CODE
LOWapps/www/public/llms-full.txt3470export default function AnimatedThemeTogglerHexagonDemo() {CODE
LOWapps/www/public/llms-full.txt3485export default function AnimatedThemeTogglerTriangleDemo() {CODE
LOWapps/www/public/llms-full.txt3500export default function AnimatedThemeTogglerStarDemo() {CODE
LOWapps/www/public/llms-full.txt3519export default function AnimatedThemeTogglerNextThemesDemo() {CODE
LOWapps/www/public/llms-full.txt7195export default function DotPatternWithGlowEffectDemo() {CODE
LOWapps/www/public/llms-full.txt8385export default function FlickeringGridRoundedDemo() {CODE
LOWapps/www/public/llms-full.txt9638export default function GridPatternLinearGradient() {CODE
LOWapps/www/public/llms-full.txt9874export default function HeroVideoDialogDemoTopInBottomOut() {CODE
LOWapps/www/public/llms-full.txt10249export default function HexagonPatternLinearGradient() {CODE
LOWapps/www/public/llms-full.txt11473export default function InteractiveGridPatternDemo() {CODE
LOWapps/www/public/llms-full.txt11496export default function InteractiveGridPatternDemo() {CODE
LOWapps/www/public/llms-full.txt11557export default function InteractiveHoverButtonDemo() {CODE
LOWapps/www/public/llms-full.txt17245export default function ScrollBasedVelocityImagesDemo() {CODE
LOWapps/www/public/r/dot-pattern-with-glow-effect.json13 "content": "\"use client\"\n\nimport { cn } from \"@/lib/utils\"\nimport { DotPattern } from \"@/registry/magicui/CODE
LOW…public/r/hero-video-dialog-demo-top-in-bottom-out.json13 "content": "import { HeroVideoDialog } from \"@/registry/magicui/hero-video-dialog\"\n\nexport default function HeCODE
LOWapps/www/public/r/flickering-grid-rounded-demo.json13 "content": "import { FlickeringGrid } from \"@/registry/magicui/flickering-grid\"\n\nexport default function FlickCODE
LOW…/www/public/r/animated-theme-toggler-diamond-demo.json13 "content": "import { AnimatedThemeToggler } from \"@/registry/magicui/animated-theme-toggler\"\n\nexport default fCODE
LOW…/www/public/r/animated-theme-toggler-hexagon-demo.json13 "content": "import { AnimatedThemeToggler } from \"@/registry/magicui/animated-theme-toggler\"\n\nexport default fCODE
LOWapps/www/public/r/grid-pattern-linear-gradient.json13 "content": "\"use client\"\n\nimport { cn } from \"@/lib/utils\"\nimport { GridPattern } from \"@/registry/magicuiCODE
LOW…ww/public/r/animated-theme-toggler-rectangle-demo.json13 "content": "import { AnimatedThemeToggler } from \"@/registry/magicui/animated-theme-toggler\"\n\nexport default fCODE
LOW…www/public/r/animated-theme-toggler-triangle-demo.json13 "content": "import { AnimatedThemeToggler } from \"@/registry/magicui/animated-theme-toggler\"\n\nexport default fCODE
LOWapps/www/public/r/hexagon-pattern-linear-gradient.json13 "content": "\"use client\"\n\nimport { cn } from \"@/lib/utils\"\nimport { HexagonPattern } from \"@/registry/magiCODE
LOW…/public/r/animated-theme-toggler-next-themes-demo.json16 "content": "\"use client\"\n\nimport { useTheme } from \"next-themes\"\n\nimport { AnimatedThemeToggler } from \"@CODE
LOW…/www/public/r/animated-circular-progress-bar-demo.json13 "content": "\"use client\"\n\nimport { useEffect, useState } from \"react\"\n\nimport { AnimatedCircularProgressBaCODE
LOW…s/www/public/r/animated-theme-toggler-square-demo.json13 "content": "import { AnimatedThemeToggler } from \"@/registry/magicui/animated-theme-toggler\"\n\nexport default fCODE
LOWapps/www/public/r/interactive-grid-pattern-demo-2.json13 "content": "\"use client\"\n\nimport { cn } from \"@/lib/utils\"\nimport { InteractiveGridPattern } from \"@/regisCODE
LOWapps/www/public/r/interactive-grid-pattern-demo.json13 "content": "\"use client\"\n\nimport { cn } from \"@/lib/utils\"\nimport { InteractiveGridPattern } from \"@/regisCODE
LOWapps/www/public/r/animated-circular-progress-bar.json10 "content": "import { cn } from \"@/lib/utils\"\n\ninterface AnimatedCircularProgressBarProps {\n max?: number\n CODE
LOWapps/www/public/r/animated-beam-multiple-outputs.json13 "content": "\"use client\"\n\nimport React, { forwardRef, useRef } from \"react\"\n\nimport { cn } from \"@/lib/utCODE
LOWapps/www/public/r/animated-beam-multiple-inputs.json13 "content": "\"use client\"\n\nimport React, { forwardRef, useRef } from \"react\"\n\nimport { cn } from \"@/lib/utCODE
LOWapps/www/public/r/animated-theme-toggler.json13 "content": "\"use client\"\n\nimport { useCallback, useEffect, useRef, useState } from \"react\"\nimport { Moon, SCODE
LOW…ps/www/public/r/scroll-based-velocity-images-demo.json13 "content": "import {\n ScrollVelocityContainer,\n ScrollVelocityRow,\n} from \"@/registry/magicui/scroll-based-vCODE
LOWapps/www/public/r/interactive-hover-button-demo.json13 "content": "import { InteractiveHoverButton } from \"@/registry/magicui/interactive-hover-button\"\n\nexport defauCODE
LOWapps/www/public/r/animated-theme-toggler-star-demo.json13 "content": "import { AnimatedThemeToggler } from \"@/registry/magicui/animated-theme-toggler\"\n\nexport default fCODE
LOW…ww/registry/magicui/animated-circular-progress-bar.tsx12export function AnimatedCircularProgressBar({CODE
LOWapps/www/registry/magicui/animated-theme-toggler.tsx41function getThemeTransitionClipPaths(CODE
LOW…istry/example/animated-theme-toggler-triangle-demo.tsx3export default function AnimatedThemeTogglerTriangleDemo() {CODE
LOW…ry/example/animated-theme-toggler-next-themes-demo.tsx7export default function AnimatedThemeTogglerNextThemesDemo() {CODE
LOW…ww/registry/example/animated-beam-multiple-outputs.tsx27export default function AnimatedBeamMultipleOutputDemo({CODE
LOW…registry/example/scroll-based-velocity-images-demo.tsx16export default function ScrollBasedVelocityImagesDemo() {CODE
LOW…gistry/example/animated-circular-progress-bar-demo.tsx7export default function AnimatedCircularProgressBarDemo() {CODE
LOW…/www/registry/example/grid-pattern-linear-gradient.tsx6export default function GridPatternLinearGradient() {CODE
LOW…w/registry/example/interactive-grid-pattern-demo-2.tsx6export default function InteractiveGridPatternDemo() {CODE
LOW…egistry/example/animated-theme-toggler-square-demo.tsx3export default function AnimatedThemeTogglerSquareDemo() {CODE
LOW…gistry/example/animated-theme-toggler-hexagon-demo.tsx3export default function AnimatedThemeTogglerHexagonDemo() {CODE
LOW…y/example/hero-video-dialog-demo-top-in-bottom-out.tsx3export default function HeroVideoDialogDemoTopInBottomOut() {CODE
LOW…www/registry/example/interactive-grid-pattern-demo.tsx6export default function InteractiveGridPatternDemo() {CODE
LOW…stry/example/animated-theme-toggler-rectangle-demo.tsx3export default function AnimatedThemeTogglerRectangleDemo() {CODE
LOW…www/registry/example/animated-beam-multiple-inputs.tsx27export default function AnimatedBeamMultipleOutputDemo({CODE
LOW…/registry/example/animated-theme-toggler-star-demo.tsx3export default function AnimatedThemeTogglerStarDemo() {CODE
7 more matches not shown…