AI Slop Code Risk Monitor

vueComponent/ant-design-vue

SlopCodeMonitor badge for vueComponent/ant-design-vue Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

🌈 An enterprise-class UI components based on Ant Design and Vue. 🐜

0.5 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for vueComponent/ant-design-vue, a Vue project with 21,697 GitHub stars. SynthScan examined 235,769 lines of code across 2853 source files, recording 102 pattern matches distributed across 4 syntactic categories. The legacy adjusted pattern signal is 0.5 (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.

0.5
Adjusted Signal
0.5
Raw Pattern Score
100%
Time Factor
2026-10-22
Last Push
21.7K
Stars
Vue
Language
235.8K
Lines of Code
2.9K
Files
102
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 1.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 65 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.1/100 · LOW

Are imports declared and package/API names verified? 37 finding(s).

Agent Over-Engineering Ratio 0.5/100 · LOW

Are wrappers, guards, and repeated structures necessary? 24 finding(s).

PR Review Velocity Impact 2.1/100 · LOW

Which changes need focused human review? 102 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 102

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 102 distinct pattern matches across 4 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.

Fake / Example Data37 hits · 51 pts
SeverityFileLineSnippetContext
LOWcomponents/form/demo/advanced-search.vue39 <a-input v-model:value="formState[`field-${i}`]" placeholder="placeholder"></a-input>CODE
LOWcomponents/vc-picker/RangePicker.tsx143 | 'placeholder'CODE
LOWcomponents/vc-picker/RangePicker.tsx203 'placeholder',CODE
LOWcomponents/vc-picker/Picker.tsx174 'placeholder',CODE
LOWcomponents/image/index.tsx14 Omit<ImgHTMLAttributes, 'placeholder' | 'onClick'>CODE
LOWcomponents/date-picker/locale/example.json4 "placeholder": "Select date",CODE
LOWcomponents/date-picker/locale/example.json34 "placeholder": "Select time"CODE
LOW⚡components/divider/demo/horizontal.vue20 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/horizontal.vue20 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/horizontal.vue25 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/horizontal.vue25 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/horizontal.vue30 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/horizontal.vue30 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/horizontal.vue35 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/horizontal.vue35 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/with-text.vue20 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/with-text.vue20 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/with-text.vue25 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/with-text.vue25 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/with-text.vue30 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/with-text.vue30 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/with-text.vue35 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/with-text.vue35 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/with-text.vue42 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/with-text.vue42 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/with-text.vue49 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOW⚡components/divider/demo/with-text.vue49 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi istaCODE
LOWcomponents/vc-select/BaseSelect.tsx48 'placeholder',CODE
LOWsite/src/components/surelyVue.vue21 <div class="placeholder"></div>CODE
LOW⚡…dv-token-previewer/component-demos/divider/divider.tsx11 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihiCODE
LOW⚡…dv-token-previewer/component-demos/divider/divider.tsx11 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihiCODE
LOW⚡…dv-token-previewer/component-demos/divider/divider.tsx16 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihiCODE
LOW⚡…dv-token-previewer/component-demos/divider/divider.tsx16 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihiCODE
LOW⚡…dv-token-previewer/component-demos/divider/divider.tsx23 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihiCODE
LOW⚡…dv-token-previewer/component-demos/divider/divider.tsx23 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihiCODE
LOW⚡…dv-token-previewer/component-demos/divider/divider.tsx30 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihiCODE
LOW⚡…dv-token-previewer/component-demos/divider/divider.tsx30 Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihiCODE
Over-Commented Block40 hits · 40 pts
SeverityFileLineSnippetContext
LOWplugin/md/utils/parseHeader.ts1// Since VuePress needs to extract the header from the markdown sourceCOMMENT
LOWcomponents/vc-tree/props.ts21COMMENT
LOW…nts/_util/static-style-extract/__tests__/index.test.js41 >COMMENT
LOW…nts/_util/static-style-extract/__tests__/index.test.js61 // </ConfigProvider>COMMENT
LOW…ponents/_util/cssinjs/hooks/useStyleRegister/index.tsx421 ([, , styleId], fromHMR) => {COMMENT
LOW…ponents/_util/cssinjs/hooks/useStyleRegister/index.tsx441 // />COMMENT
LOWcomponents/radio/__tests__/group.test.js141 });COMMENT
LOWcomponents/radio/__tests__/group.test.js161 // const radios = wrapper.findAll('input')COMMENT
LOWcomponents/vc-tree-select/LegacyContext.tsx41 'TreeSelectLegacyContextPropsKey',COMMENT
LOWcomponents/vc-picker/generate/dayjs.ts41 // de_DE:COMMENT
LOWcomponents/vc-picker/generate/dayjs.ts61 // it_IT:COMMENT
LOWcomponents/vc-picker/generate/dayjs.ts81 pt_BR: 'pt-br',COMMENT
LOWcomponents/input/__tests__/Search.test.js61 // );COMMENT
LOWcomponents/input/__tests__/Search.test.js81 // });COMMENT
LOWcomponents/input/__tests__/Search.test.js101 // wrapper.find('Button').simulate('click');COMMENT
LOWcomponents/input/__tests__/Search.test.js121COMMENT
LOWcomponents/input/__tests__/index.test.js81 });COMMENT
LOWcomponents/input/__tests__/index.test.js101// resetCOMMENT
LOWcomponents/layout/demo/index.vue61 'fixed-sider': '/iframe/layout/#fixed-sider',COMMENT
LOWcomponents/carousel/__tests__/index.test.js61 // TODOCOMMENT
LOWcomponents/menu/__tests__/index.test.js101 });COMMENT
LOWcomponents/menu/__tests__/index.test.js161 // return () => {COMMENT
LOWcomponents/menu/__tests__/index.test.js441 // </SubMenu>COMMENT
LOWcomponents/menu/__tests__/index.test.js461 // });COMMENT
LOWcomponents/menu/__tests__/index.test.js481 // expect($$('.ant-menu-sub').length).toBe(0);COMMENT
LOWcomponents/typography/util.tsx181 // console.log('type', type);COMMENT
LOWcomponents/typography/__tests__/index.test.js81 // await sleep(20);COMMENT
LOWcomponents/typography/__tests__/index.test.js141 // const is = ' is ';COMMENT
LOWcomponents/affix/__tests__/index.test.js101 // props: {COMMENT
LOWcomponents/upload/__tests__/uploadlist.test.js201COMMENT
LOWcomponents/upload/__tests__/uploadlist.test.js221 // valuePropname: 'fileList',COMMENT
LOWcomponents/upload/__tests__/uploadlist.test.js241 // )}COMMENT
LOWcomponents/badge/__tests__/index.test.js41 return <Badge count={10} title="Custom title" />;COMMENT
LOWsite/src/main.js61// const btn = document.getElementsByClassName('surveybyantdv-launch-button')?.[0];COMMENT
LOWsite/src/directives/clipboard/index.js1import Clipboard from './clipboard'; // FIXME: workaround for browserifyCOMMENT
LOWsite/src/directives/clipboard/index.js21 // container: typeof container === 'object' ? container : document.body,COMMENT
LOWsite/src/components/rice/WWAds.vue1<template>COMMENT
LOWsite/src/theme/static/var.less21COMMENT
LOWsite/src/theme/static/var.less41 // --padding-space: ''COMMENT
LOWsite/src/hooks/useMenus.ts41 return r.path.indexOf('-cn') >= 0;COMMENT
Hyper-Verbose Identifiers24 hits · 24 pts
SeverityFileLineSnippetContext
LOWplugin/docs/vueToMarkdown.ts14export function createVueToMarkdownRenderFn(root: string = process.cwd()): any {CODE
LOWplugin/md/markdownToVue.ts23export function createMarkdownToVueRenderFn(CODE
LOWantd-tools/utils/projectHelper.js54function isThereHaveBrowserslistConfig() {CODE
LOWcomponents/tree/utils/dictUtil.ts83export function convertDirectoryKeysToNodes(CODE
LOWcomponents/vc-tree/NodeList.tsx64export function getMinimumRangeTransitionRange(CODE
LOWcomponents/vc-tree/utils/treeUtil.ts415export function convertNodePropsToEventData(CODE
LOWcomponents/_util/getRequestAnimationFrame.ts3function requestAnimationFramePolyfill() {CODE
LOWcomponents/_util/getRequestAnimationFrame.ts30export function cancelRequestAnimationFrame(id) {CODE
LOWcomponents/vc-tree-select/LegacyContext.tsx59export function useProvideLegacySelectContext(props: LegacyContextProps) {CODE
LOWcomponents/vc-tree-select/LegacyContext.tsx63export default function useInjectLegacySelectContext() {CODE
LOWcomponents/input-number/src/InputNumber.tsx99 function setUncontrolledDecimalValue(newDecimal: DecimalClass) {CODE
LOWcomponents/auto-complete/index.tsx15function isSelectOptionOrSelectOptGroup(child: any): boolean {CODE
LOWcomponents/transfer/list.tsx20function isRenderResultPlainObject(result: VNode) {CODE
LOWcomponents/style/compact-item-vertical.ts6function compactItemVerticalBorder(token: DerivativeToken, parentCls: string): CSSObject {CODE
LOWcomponents/style/compact-item-vertical.ts25function compactItemBorderVerticalRadius(prefixCls: string, parentCls: string): CSSObject {CODE
LOWcomponents/vc-image/src/getFixScaleEleTransPosition.ts38export default function getFixScaleEleTransPosition(CODE
LOWcomponents/vc-virtual-list/utils/itemUtil.js54export function getCompareItemRelativeTop({CODE
LOWcomponents/vc-virtual-list/utils/itemUtil.js101export function getElementScrollPercentage(element) {CODE
LOWcomponents/vc-select/hooks/useBaseProps.ts18export function useProvideBaseSelectProps(props: BaseSelectContextProps) {CODE
LOWsite/public/docsearch.min_2.6.3.js2(function webpackUniversalModuleDefinition(root, factory) {CODE
LOWsite/public/docsearch.min_2.6.3.js2159 module.exports = function parseAlgoliaClientVersion(agent) {CODE
LOWsite/public/docsearch.min_2.6.3.js3559 function retryRequestWithHigherTimeout() {CODE
LOWsite/public/docsearch.min_2.6.3.js3567 function isCacheValidWithCurrentID(useRequestCache, currentCache, currentCacheID) {CODE
LOWsite/public/docsearch.min_2.6.3.js4352 function getOrSet(key, data) {CODE
Overly Generic Function Names1 hit · 1 pts
SeverityFileLineSnippetContext
LOWsite/public/docsearch.min_2.6.3.js2048 function getData(node, name) {CODE