An enterprise-class UI design language and React UI library
This report summarizes scanner evidence for ant-design/ant-design, a TypeScript project with 100,017 GitHub stars. SynthScan examined 365,315 lines of code across 4647 source files, recording 113 pattern matches distributed across 8 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.
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.
Can maintainers explain intent, assumptions, and trade-offs? 34 finding(s).
Are imports declared and package/API names verified? 79 finding(s).
Are wrappers, guards, and repeated structures necessary? 12 finding(s).
Which changes need focused human review? 113 finding(s).
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.
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.
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.
The scanner identified 113 distinct pattern matches across 8 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.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | components/form/demo/advanced-search.tsx | 34 | <Input placeholder="placeholder" /> | CODE |
| LOW | components/transfer/__tests__/index.test.tsx | 1344 | expect(input.getAttribute('placeholder')).toBe('Search placeholder'); | CODE |
| LOW | components/image/index.tsx | 107 | extends Omit<RcImageProps, 'preview' | 'classNames' | 'styles' | 'placeholder'> { | CODE |
| LOW | components/image/__tests__/index.test.tsx | 368 | describe('placeholder', () => { | CODE |
| LOW | components/date-picker/locale/example.json | 4 | "placeholder": "Select date", | CODE |
| LOW | components/date-picker/locale/example.json | 50 | "placeholder": "Select time" | CODE |
| LOW | components/date-picker/__tests__/DatePicker.test.tsx | 113 | it('placeholder', () => { | CODE |
| LOW | components/date-picker/__tests__/DatePicker.test.tsx | 557 | 'placeholder', | CODE |
| LOW | components/date-picker/__tests__/RangePicker.test.tsx | 157 | it('placeholder', () => { | CODE |
| LOW | components/date-picker/__tests__/RangePicker.test.tsx | 278 | 'placeholder', | CODE |
| LOW | components/table/__tests__/Table.filter.test.tsx | 1589 | expect(container.querySelector('.ant-input')?.getAttribute('placeholder')).toBe( | CODE |
| LOW⚡ | components/divider/demo/size.tsx | 7 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/size.tsx | 7 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/size.tsx | 12 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/size.tsx | 12 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/size.tsx | 17 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/size.tsx | 17 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/size.tsx | 22 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/size.tsx | 22 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/horizontal.tsx | 7 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/horizontal.tsx | 7 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/horizontal.tsx | 12 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/horizontal.tsx | 12 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/horizontal.tsx | 17 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/horizontal.tsx | 17 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/variant.tsx | 7 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/variant.tsx | 7 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/variant.tsx | 12 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/variant.tsx | 12 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/variant.tsx | 19 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/variant.tsx | 19 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/variant.tsx | 26 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/variant.tsx | 26 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/_semantic.tsx | 26 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi | CODE |
| LOW⚡ | components/divider/demo/_semantic.tsx | 26 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi | CODE |
| LOW⚡ | components/divider/demo/_semantic.tsx | 31 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi | CODE |
| LOW⚡ | components/divider/demo/_semantic.tsx | 31 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi | CODE |
| LOW⚡ | components/divider/demo/_semantic.tsx | 36 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi | CODE |
| LOW⚡ | components/divider/demo/_semantic.tsx | 36 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi | CODE |
| LOW⚡ | components/divider/demo/_semantic.tsx | 43 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi | CODE |
| LOW⚡ | components/divider/demo/_semantic.tsx | 43 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi | CODE |
| LOW⚡ | components/divider/demo/component-token.tsx | 23 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/component-token.tsx | 23 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/component-token.tsx | 28 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/component-token.tsx | 28 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/component-token.tsx | 33 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/component-token.tsx | 33 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/component-token.tsx | 38 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/component-token.tsx | 38 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/component-token.tsx | 45 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/component-token.tsx | 45 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/component-token.tsx | 52 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/component-token.tsx | 52 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/plain.tsx | 7 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/plain.tsx | 7 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/plain.tsx | 12 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/plain.tsx | 12 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/plain.tsx | 19 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/plain.tsx | 19 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| LOW⚡ | components/divider/demo/plain.tsx | 26 | Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed nonne merninisti licere mihi ista | CODE |
| 19 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | README.md | 114 | - [Scaffold Market](https://scaffold.ant.design) | CODE |
| MEDIUM | README-zh_CN.md | 130 | - [脚手架市场](https://scaffold.ant.design) | CODE |
| MEDIUM | docs/react/introduce.en-US.md | 107 | - [Scaffold Market](https://scaffold.ant.design) | CODE |
| MEDIUM | docs/react/getting-started.zh-CN.md | 109 | - 更多脚手架可以查看 [脚手架市场](https://scaffold.ant.design/) | CODE |
| MEDIUM | docs/react/getting-started.zh-CN.md | 119 | 目前社区也有很多基于 antd 定制的 [React 脚手架](https://scaffold.ant.design/),欢迎进行试用和贡献。 | CODE |
| MEDIUM | docs/react/introduce.zh-CN.md | 107 | - [脚手架市场](https://scaffold.ant.design) | CODE |
| MEDIUM | docs/react/getting-started.en-US.md | 99 | - More scaffolds at [Scaffold Market](https://scaffold.ant.design/) | CODE |
| MEDIUM | docs/react/getting-started.en-US.md | 109 | There are also some [scaffolds](https://scaffold.ant.design/) which have already been integrated into antd, so you can t | CODE |
| MEDIUM | .dumi/theme/slots/Footer/index.tsx | 144 | url: 'https://scaffold.ant.design', | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | .dumi/theme/common/ThemeSwitch/index.tsx | 193 | // Sync the site theme (and URL param) with the AI-generated algorithm | COMMENT |
| HIGH | .dumi/theme/layouts/GlobalLayout.tsx | 238 | // Ignore `algorithm` from AI-generated theme to preserve user's dark/light preference | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | components/tree/utils/dictUtil.ts | 91 | export function convertDirectoryKeysToNodes( | CODE |
| LOW | components/auto-complete/AutoComplete.tsx | 101 | function isSelectOptionOrSelectOptGroup(child: any): boolean { | CODE |
| LOW | components/notification/index.tsx | 176 | function setNotificationGlobalConfig(config: GlobalConfigProps) { | CODE |
| LOW | components/segmented/index.tsx | 57 | function isSegmentedLabeledOptionWithIcon( | CODE |
| LOW | components/transfer/Section.tsx | 28 | function isRenderResultPlainObject(result: RenderResult): result is RenderResultObject { | CODE |
| LOW | components/style/compact-item-vertical.ts | 5 | function compactItemVerticalBorder( | CODE |
| LOW | components/style/compact-item-vertical.ts | 36 | function compactItemBorderVerticalRadius(prefixCls: string, parentCls: string): CSSObject { | CODE |
| LOW | components/button/buttonHelpers.tsx | 23 | export function isUnBorderedButtonVariant(type?: ButtonVariantType) { | CODE |
| LOW | .dumi/theme/plugins/semantic-md.ts | 27 | function extractLocaleInfoFromContent(content: string): { | CODE |
| LOW | .dumi/theme/plugins/semantic-md.ts | 219 | function extractSemanticInfoFromTemplate( | CODE |
| LOW | .dumi/theme/plugins/raw-md.ts | 173 | function replaceSemanticDomSection(md: string, context: ContentFilterContext) { | CODE |
| LOW | .dumi/theme/plugins/raw-md.ts | 417 | function replaceComponentTokenTable(md: string, context: ContentFilterContext) { | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | vitest.config.ts | 41 | resolveSnapshotPath: (testPath, snapExtension) => { | COMMENT |
| LOW | typings/index.d.ts | 1 | /// <reference path="custom-typings.d.ts" /> | COMMENT |
| LOW | components/segmented/style/index.ts | 201 | lineHeight: unit(labelHeight), | COMMENT |
| LOW | components/modal/__tests__/confirm.test.tsx | 81 | // return ret; | COMMENT |
| LOW | components/tag/style/index.ts | 141 | COMMENT | |
| LOW | scripts/print-changelog.ts | 21 | const QUERY_DESCRIPTION_LINES = '.comment-body table tbody tr'; | COMMENT |
| LOW | scripts/visual-regression/build.ts | 461 | // The PR's `current` side is rendered on the live merge ref (PR head merged | COMMENT |
| LOW | .dumi/pages/index/components/ComponentsList.tsx | 181 | } | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | scripts/ci-mock-project-build.sh | 1 | # Create a umi project | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | .github/workflows/visual-regression-diff-approver.yml | 28 | # Check if member of repo comment `Pass Visual Diff` | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | .dumi/theme/builtins/APITable/index.tsx | 4 | // TODO: implement api table, depend on the new markdown data structure passed | COMMENT |