1.5

Adjusted Signal

1.5

Raw Pattern Score

100%

Time Factor

2026-10-29

Last Push

40.7K

Stars

TypeScript

Language

290.8K

Lines of Code

3.3K

Files

342

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 1.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 38 finding(s).

Hallucinated Dependency & Supply Chain Risk 6.1/100 · LOW

Are imports declared and package/API names verified? 304 finding(s).

Agent Over-Engineering Ratio 0.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 17 finding(s).

PR Review Velocity Impact 6.3/100 · LOW

Which changes need focused human review? 342 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 6MEDIUM 3LOW 333

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 342 distinct pattern matches across 9 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 Data298 hits · 325 pts

Severity	File	Line	Snippet	Context
LOW	sandbox/shadow-dom/src/App.tsx	28	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	sandbox/shadow-dom/src/App.tsx	28	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Sed do	CODE
LOW	packages/react/__stories__/sandbox.stories.tsx	72	<img src="https://i.pravatar.cc/150?u=1" alt="placeholder" />	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	44	<ListItem>Lorem ipsum dolor sit amet</ListItem>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	44	<ListItem>Lorem ipsum dolor sit amet</ListItem>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	55	<List.Item>Lorem ipsum dolor sit amet</List.Item>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	55	<List.Item>Lorem ipsum dolor sit amet</List.Item>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	68	<ListItem>Lorem ipsum dolor sit amet</ListItem>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	68	<ListItem>Lorem ipsum dolor sit amet</ListItem>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	79	<List.Item>Lorem ipsum dolor sit amet</List.Item>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	79	<List.Item>Lorem ipsum dolor sit amet</List.Item>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	119	Lorem ipsum dolor sit amet	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	119	Lorem ipsum dolor sit amet	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	137	Lorem ipsum dolor sit amet	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	137	Lorem ipsum dolor sit amet	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	154	<ListItem>Lorem ipsum dolor sit amet</ListItem>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	154	<ListItem>Lorem ipsum dolor sit amet</ListItem>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	165	<List.Item>Lorem ipsum dolor sit amet</List.Item>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	165	<List.Item>Lorem ipsum dolor sit amet</List.Item>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	178	<ListItem>Lorem ipsum dolor sit amet</ListItem>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	178	<ListItem>Lorem ipsum dolor sit amet</ListItem>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	189	<List.Item>Lorem ipsum dolor sit amet</List.Item>	CODE
LOW	packages/codemod/docs/LIST_MIGRATION.md	189	<List.Item>Lorem ipsum dolor sit amet</List.Item>	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	45	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	45	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	59	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	59	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	86	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	86	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	102	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	102	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	138	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	138	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	158	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	158	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	186	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	186	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	211	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	211	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	237	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	237	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	254	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/ACCORDION_MIGRATION.md	254	Lorem ipsum dolor sit amet, consectetur adipiscing elit.	CODE
LOW	packages/codemod/docs/FORM_CONTROL_MIGRATION.md	258	<Input type="email" value="user@example.com" />	CODE
LOW	packages/codemod/docs/FORM_CONTROL_MIGRATION.md	269	<Input type="email" value="user@example.com" />	CODE
LOW	packages/codemod/__tests__/list.test.ts	14	<ListItem>Lorem ipsum dolor sit amet</ListItem>	CODE
LOW	packages/codemod/__tests__/list.test.ts	14	<ListItem>Lorem ipsum dolor sit amet</ListItem>	CODE
LOW	packages/codemod/__tests__/list.test.ts	28	<List.Item>Lorem ipsum dolor sit amet</List.Item>	CODE
LOW	packages/codemod/__tests__/list.test.ts	28	<List.Item>Lorem ipsum dolor sit amet</List.Item>	CODE
LOW	packages/codemod/__tests__/list.test.ts	44	<ListItem>Lorem ipsum dolor sit amet</ListItem>	CODE
LOW	packages/codemod/__tests__/list.test.ts	44	<ListItem>Lorem ipsum dolor sit amet</ListItem>	CODE
LOW	packages/codemod/__tests__/list.test.ts	58	<List.Item>Lorem ipsum dolor sit amet</List.Item>	CODE
LOW	packages/codemod/__tests__/list.test.ts	58	<List.Item>Lorem ipsum dolor sit amet</List.Item>	CODE
LOW	packages/codemod/__tests__/list.test.ts	107	Lorem ipsum dolor sit amet	CODE
LOW	packages/codemod/__tests__/list.test.ts	107	Lorem ipsum dolor sit amet	CODE
LOW	packages/codemod/__tests__/list.test.ts	124	Lorem ipsum dolor sit amet	CODE
LOW	packages/codemod/__tests__/list.test.ts	124	Lorem ipsum dolor sit amet	CODE
LOW	packages/codemod/__tests__/list.test.ts	172	<ListItem>Lorem ipsum dolor sit amet</ListItem>	CODE
LOW	packages/codemod/__tests__/list.test.ts	172	<ListItem>Lorem ipsum dolor sit amet</ListItem>	CODE
LOW	packages/codemod/__tests__/list.test.ts	186	<List.Item>Lorem ipsum dolor sit amet</List.Item>	CODE
238 more matches not shown…

Cross-Language Confusion (JS/TS)4 hits · 30 pts

Severity	File	Line	Snippet	Context
HIGH⚡	…ons/src/examples/code-block-with-language-switcher.tsx	116	print(f"Repository: {repo.name}")	CODE
HIGH⚡	…ons/src/examples/code-block-with-language-switcher.tsx	117	print(f"Description: {repo.description}")	CODE
HIGH⚡	…ons/src/examples/code-block-with-language-switcher.tsx	118	print(f"Stars: {repo.stargazers_count}")	CODE
HIGH⚡	…ons/src/examples/code-block-with-language-switcher.tsx	123	print(f"Issue #{issue.number}: {issue.title}")	CODE

Structural Annotation Overuse10 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW⚡	.claude/agents/github-issue-triage.md	76	### Step 1: Gather Issue Information	COMMENT
LOW⚡	.claude/agents/github-issue-triage.md	83	### Step 2: Create Reproduction	COMMENT
LOW⚡	.claude/agents/github-issue-triage.md	90	### Step 3: Add to Storybook	COMMENT
LOW⚡	.claude/agents/github-issue-triage.md	96	### Step 4: Visual Verification	COMMENT
LOW⚡	.claude/agents/github-issue-triage.md	103	### Step 5: Debug and Trace	COMMENT
LOW⚡	.claude/agents/github-issue-triage.md	111	### Step 6: Implement Fix	COMMENT
LOW⚡	.claude/agents/github-issue-triage.md	118	### Step 7: Write Changeset	COMMENT
LOW⚡	packages/codemod/src/transforms/components/icons.ts	86	// Step 1: Find all icons imported from @chakra-ui/icons	COMMENT
LOW⚡	packages/codemod/src/transforms/components/icons.ts	96	// Step 2: Transform JSX elements for each mapped icon.	COMMENT
LOW	packages/codemod/src/transforms/components/icons.ts	128	// Step 3: Update imports.	COMMENT

Hyper-Verbose Identifiers17 hits · 17 pts

Severity	File	Line	Snippet	Context
LOW	packages/cli/src/commands/eject.ts	199	function generateSlotRecipeArtifacts(	CODE
LOW	packages/cli/src/commands/eject.ts	269	function generateSemanticTokenArtifacts(	CODE
LOW	packages/react/scripts/typedocs.ts	42	async function extractPropertiesOfTypeName(	CODE
LOW	packages/react/src/styled-system/resolve-token-value.ts	19	export function resolveSemanticConditionValues(	CODE
LOW	packages/react/src/styled-system/token-dictionary.ts	547	function replaceRootWithColorPalette(path: string[], roots: string[]) {	CODE
LOW	packages/react/src/styled-system/display-name.ts	7	export function getElementTypeDisplayName(	CODE
LOW	packages/react/src/styled-system/display-name.ts	23	export function inferSlotRecipeComponentDisplayName(	CODE
LOW	packages/react/src/styled-system/display-name.ts	31	export function inferRootProviderDisplayName(	CODE
LOW	apps/compositions/src/ui/rich-text-editor.tsx	259	>(function RichTextEditorButtonGroup(props, ref) {	CODE
LOW	apps/compositions/src/ui/color-picker.tsx	192	>(function ColorPickerChannelSliders(props, ref) {	CODE
LOW	apps/www/utils/extract-types.ts	27	async function extractPropertiesOfTypeName(	CODE
LOW	apps/www/public/compositions/rich-text-editor.json	13	"content": "\"use client\"\n\nimport type { BoxProps, StackProps, SystemStyleObject } from \"@chakra-ui/react\"\nimp	CODE
LOW	apps/www/public/compositions/color-picker.json	10	"content": "import type { IconButtonProps, StackProps } from \"@chakra-ui/react\"\nimport {\n ColorPicker as Chakra	CODE
LOW	apps/www/public/r/examples/rich-text-editor.json	4	"snippet": "\"use client\"\n\nimport type { BoxProps, StackProps, SystemStyleObject } from \"@chakra-ui/react\"\nimpor	CODE
LOW	apps/www/public/r/examples/color-picker.json	4	"snippet": "import type { IconButtonProps, StackProps } from \"@chakra-ui/react\"\nimport {\n ColorPicker as ChakraCo	CODE
LOW	apps/www/scripts/generate-types.ts	67	function extractDefaultPropsFromSource(	CODE
LOW	apps/www/lib/shiki-highlight-word.ts	33	export function transformerMetaWordHighlight(	CODE

Magic Placeholder Names2 hits · 12 pts

Severity	File	Line	Snippet	Context
HIGH	apps/mcp/README.md	39	"CHAKRA_PRO_API_KEY": "your-api-key-here"	CODE
HIGH	apps/mcp/README.md	58	# CHAKRA_PRO_API_KEY = "your-api-key-here"	COMMENT

Self-Referential Comments3 hits · 8 pts

Severity	File	Line	Snippet	Context
MEDIUM⚡	…ons/src/examples/code-block-with-language-switcher.tsx	109	# Create a Github instance using an access token	COMMENT
MEDIUM	apps/www/public/r/examples/code.json	118	"content": "\"use client\"\nexport const CodeBlockWithLanguageSwitcher = () => {\n const select = useSelect({\n	CODE
MEDIUM	apps/www/public/r/examples/code-block.json	109	"content": "\"use client\"\nexport const CodeBlockWithLanguageSwitcher = () => {\n const select = useSelect({\n	CODE

Verbosity Indicators3 hits · 6 pts

Severity	File	Line	Snippet	Context
LOW⚡	packages/codemod/src/transforms/components/icons.ts	86	// Step 1: Find all icons imported from @chakra-ui/icons	COMMENT
LOW⚡	packages/codemod/src/transforms/components/icons.ts	96	// Step 2: Transform JSX elements for each mapped icon.	COMMENT
LOW	packages/codemod/src/transforms/components/icons.ts	128	// Step 3: Update imports.	COMMENT

Over-Commented Block4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	sandbox/next-app/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	sandbox/next-app-streaming/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	sandbox/next-pages/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	packages/react/src/styled-system/expand-reference.ts	101	}	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	sandbox/react-router/app/entry.server.tsx	13	export default function handleRequest(	CODE

chakra-ui/chakra-ui

Open-Source Code Quality, Security and Technical Debt Review