AI Slop Code Risk Monitor

floating-ui/floating-ui

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

A JavaScript library to position floating elements and create interactions for them.

0.3 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for floating-ui/floating-ui, a TypeScript project with 32,788 GitHub stars. SynthScan examined 76,868 lines of code across 476 source files, recording 24 pattern matches distributed across 3 syntactic categories. The legacy adjusted pattern signal is 0.3 (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.

0.3
Adjusted Signal
0.3
Raw Pattern Score
100%
Time Factor
2026-10-27
Last Push
32.8K
Stars
TypeScript
Language
76.9K
Lines of Code
476
Files
24
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 1.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 22 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.1/100 · LOW

Are imports declared and package/API names verified? 2 finding(s).

Agent Over-Engineering Ratio 1.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 20 finding(s).

PR Review Velocity Impact 1.6/100 · LOW

Which changes need focused human review? 24 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 24

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 24 distinct pattern matches across 3 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 Identifiers20 hits · 22 pts
SeverityFileLineSnippetContext
LOWwebsite/lib/components/PackageSelect.js325 function handleRouteChangeComplete(path) {CODE
LOWwebsite/pages/_app.js45 function handleRouteChangeComplete() {CODE
LOWpackages/core/src/computeCoordsFromPlacement.ts10export function computeCoordsFromPlacement(CODE
LOWpackages/vue/src/utils/unwrapElement.ts6function isComponentPublicInstance(CODE
LOWpackages/utils/src/dom.ts198export function getNearestOverflowAncestor(node: Node): HTMLElement {CODE
LOWpackages/utils/src/index.ts144export function getOppositeAxisPlacements(CODE
LOWpackages/dom/test/functional/autoUpdate.test.ts25async function expectFloatingTracksReference(page: any) {CODE
LOW…nvertOffsetParentRelativeRectToViewportRelativeRect.ts17export function convertOffsetParentRelativeRectToViewportRelativeRect({CODE
LOWpackages/dom/src/platform/getClippingRect.ts34function getInnerBoundingClientRect(CODE
LOWpackages/dom/src/platform/getClippingRect.ts55function getClientRectFromClippingAncestor(CODE
LOWpackages/dom/src/platform/getClippingRect.ts87function getClippingElementAncestors(CODE
LOWpackages/dom/src/utils/getRectRelativeToOffsetParent.ts18export function getRectRelativeToOffsetParent(CODE
LOWpackages/react/test/unit/useMergeRefs.test.tsx82 function onRefChangeWithoutCleanup(ref: HTMLDivElement | null) {CODE
LOWpackages/react/src/_deprecated-inner.ts17function getArgsWithCustomFloatingHeight(CODE
LOW⚡packages/react/src/components/FloatingFocusManager.tsx38function clearDisconnectedPreviouslyFocusedElements() {CODE
LOW⚡packages/react/src/components/FloatingFocusManager.tsx44function addPreviouslyFocusedElement(element: Element | null) {CODE
LOW⚡packages/react/src/components/FloatingFocusManager.tsx54function getPreviouslyFocusedElement() {CODE
LOWpackages/react/src/hooks/useListNavigation.ts67function isMainOrientationToEndKey(CODE
LOWpackages/react/src/hooks/useListNavigation.ts82function isCrossOrientationOpenKey(CODE
LOWpackages/react/src/hooks/useListNavigation.ts92function isCrossOrientationCloseKey(CODE
Over-Commented Block2 hits · 2 pts
SeverityFileLineSnippetContext
LOWextension/src/vite-env.d.ts1/// <reference types="vite/client" />COMMENT
LOWpackages/dom/test/functional/fixed-clipping.test.ts21 // element does not clip it (#2291).COMMENT
Fake / Example Data2 hits · 2 pts
SeverityFileLineSnippetContext
LOWpackages/dom/test/visual/spec/Inline.tsx150 Lorem ipsum dolor sit amet, consectetur adipiscing elit.{' '}CODE
LOWpackages/dom/test/visual/spec/Inline.tsx150 Lorem ipsum dolor sit amet, consectetur adipiscing elit.{' '}CODE