0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

16.7K

Stars

TypeScript

Language

733.7K

Lines of Code

3.9K

Files

280

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 2.1/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 259 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.6/100 · LOW

Are imports declared and package/API names verified? 21 finding(s).

Agent Over-Engineering Ratio 1.4/100 · LOW

Are wrappers, guards, and repeated structures necessary? 207 finding(s).

PR Review Velocity Impact 2.8/100 · LOW

Which changes need focused human review? 280 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 6HIGH 8MEDIUM 19LOW 247

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 280 distinct pattern matches across 15 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 Identifiers207 hits · 212 pts

Severity	File	Line	Snippet	Context
LOW	packages/plitejs/src/core/public-state.ts	10430	export function retainTransactionSnapshotIndex(	CODE
LOW	packages/plitejs/src/core/document-shape.ts	187	export function assertEditorDocumentContainers(	CODE
LOW	packages/plitejs/src/core/change/document-change.ts	82	export function assertNamedDocumentRootKey(	CODE
LOW	packages/plitejs/src/dom/utils/diff-text.ts	85	export function longestCommonPrefixLength(str: string, another: string) {	CODE
LOW	packages/plitejs/src/dom/utils/diff-text.ts	97	function longestCommonSuffixLength(	CODE
LOW	…/plitejs/src/react/editable/runtime-selection-state.ts	25	export function readRuntimeSelectionRange(editor: Editor): Range \| null {	CODE
LOW⚡	packages/plitejs/src/react/editable/editing-kernel.ts	180	export function getEditableCommandDefinition(command: null): null;	CODE
LOW⚡	packages/plitejs/src/react/editable/editing-kernel.ts	181	export function getEditableCommandDefinition(	CODE
LOW⚡	packages/plitejs/src/react/editable/editing-kernel.ts	184	export function getEditableCommandDefinition(command: EditableCommand \| null) {	CODE
LOW	packages/plitejs/src/react/hooks/use-plite-runtime.tsx	349	export function useOptionalPliteRuntimeContext() {	CODE
LOW	packages/plitejs/src/react/hooks/use-plite-runtime.tsx	353	export function useRequiredPliteRuntimeContext(): PliteRuntimeContextValue {	CODE
LOW	…ckages/plitejs/src/react/hooks/use-editor-selector.tsx	82	export function useRequiredEditorSelectorContext() {	CODE
LOW	…ckages/plitejs/src/react/hooks/use-editor-selector.tsx	485	export function useFlushDeferredSelectorsOnRender() {	CODE
LOW	…t/hooks/android-input-manager/android-input-manager.ts	146	export function createAndroidInputManager({	CODE
LOW	…latejs/src/markdown/lib/internal/markdownConversion.ts	363	.use(function remarkUnwritableNodeWriter(this: Processor) {	CODE
LOW	…atejs/src/features/basic-nodes/lib/BaseBlockPlugins.ts	249	function isLiftableBlockquoteChild({	CODE
LOW	…latejs/src/tabbable/react/TabbableEffects.internal.tsx	71	export function createTabIndexRestorationQueue() {	CODE
LOW	…ges/platejs/src/react/internal/rendered-attributes.tsx	230	export function PlateRenderedAttributeProvider({	CODE
LOW	…kages/platejs/src/react/stores/plate/usePluginStore.ts	138	function resolvePluginStoreSelector(	CODE
LOW	…platejs/src/react/utils/pipeRenderElement.internal.tsx	109	function getFastInjectedAttributes({	CODE
LOW	…kages/platejs/src/react/components/EditorRefEffect.tsx	30	function ViewElementAttributesHookProgram({	CODE
LOW	…kages/platejs/src/react/components/EditorRefEffect.tsx	53	export function ViewElementAttributesEffect({	CODE
LOW	packages/platejs/src/react/components/NodeSelection.tsx	93	function NodeSelectionHighlightPortalComponent({	CODE
LOW	…/platejs/src/docx/export/lib/internal/docx-document.ts	328	function generateContentTypesFragments(	CODE
LOW	…/platejs/src/docx/export/lib/internal/docx-document.ts	355	function generateSectionReferenceXML(	CODE
LOW	.github/workflows/verify-changesets.yml	61	function parseChangesetReleaseTypes(content) {	CODE
LOW	.github/workflows/verify-changesets.yml	120	function getChangesetValidationErrors(files) {	CODE
LOW	…ate/src/app/api/ai/command/prompt/getGeneratePrompt.ts	15	function buildGenerateFreeformPrompt(messages: ChatMessage[]) {	CODE
LOW	…ate/src/app/api/ai/command/prompt/getGeneratePrompt.ts	59	function buildGenerateContextPrompt(	CODE
LOW	…emplate/src/app/api/ai/command/prompt/getEditPrompt.ts	18	function buildEditMultiBlockPrompt(	CODE
LOW	…te/src/app/api/ai/command/prompt/getEditTablePrompt.ts	12	export function buildEditTableMultiCellPrompt(	CODE
LOW	…yground-template/src/components/ui/suggestion-node.tsx	55	export function getBlockSuggestionWrapperClassName({	CODE
LOW	…yground-template/src/components/ui/suggestion-node.tsx	85	export function VoidRemoveSuggestionOverlay({	CODE
LOW	…yground-template/src/components/ui/suggestion-node.tsx	108	export function SuggestionLineBreakAnchor({	CODE
LOW	…yground-template/src/components/ui/suggestion-node.tsx	139	function SuggestionLineBreakElementAnchor({	CODE
LOW	…yground-template/src/components/ui/suggestion-node.tsx	265	export function SuggestionLineBreakContent({	CODE
LOW	…nd-template/src/components/ui/equation-node-static.tsx	55	export function InlineEquationElementStatic(	CODE
LOW	…nd-template/src/components/ui/equation-node-static.tsx	139	export function InlineEquationElementDocx(	CODE
LOW	…-template/src/components/ui/code-block-node-static.tsx	105	function getCodeBlockLanguageLabel(lang?: string \| null) {	CODE
LOW	…late-playground-template/src/components/ui/toolbar.tsx	198	export function ToolbarSplitButtonPrimary({	CODE
LOW	…late-playground-template/src/components/ui/toolbar.tsx	223	export function ToolbarSplitButtonSecondary({	CODE
LOW	…nd-template/src/components/ui/footnote-node-static.tsx	5	export function FootnoteReferenceElementStatic(	CODE
LOW	…nd-template/src/components/ui/footnote-node-static.tsx	21	export function FootnoteDefinitionElementStatic(	CODE
LOW	…-template/src/components/ui/suggestion-node-static.tsx	40	export function isStaticVoidRemoveSuggestion(element: TElement) {	CODE
LOW	…-template/src/components/ui/suggestion-node-static.tsx	47	export function VoidRemoveSuggestionOverlayStatic({	CODE
LOW	…template/src/components/ui/equation-toolbar-button.tsx	10	export function InlineEquationToolbarButton(	CODE
LOW	…und-template/src/components/ui/list-toolbar-button.tsx	27	export function BulletedListToolbarButton() {	CODE
LOW	…und-template/src/components/ui/list-toolbar-button.tsx	105	export function NumberedListToolbarButton() {	CODE
LOW	…layground-template/src/components/ui/footnote-node.tsx	223	export function FootnoteDefinitionElement(	CODE
LOW	…round-template/src/components/ui/table-node-static.tsx	96	export function TableCellHeaderElementStatic(	CODE
LOW	…e-playground-template/src/components/ui/table-node.tsx	815	function ExpandedSelectionTableFloatingToolbarContent(	CODE
LOW	…e-playground-template/src/components/ui/table-node.tsx	834	function CollapsedTableFloatingToolbarContent(	CODE
LOW	…e-playground-template/src/components/ui/table-node.tsx	871	function TableFloatingToolbarContent({	CODE
LOW	…e-playground-template/src/components/ui/table-node.tsx	1010	function TableBordersDropdownMenuContent(	CODE
LOW	…round-template/src/components/ui/code-drawing-node.tsx	47	function createDebouncedCodeDrawingRenderer(	CODE
LOW	…yground-template/src/components/ui/code-block-node.tsx	129	function getCodeBlockLanguageLabel(lang?: string \| null) {	CODE
LOW	…nd-template/src/components/ui/emoji-toolbar-button.tsx	387	function EmojiPickerSearchAndClear({	CODE
LOW	templates/plate-template/src/components/ui/toolbar.tsx	198	export function ToolbarSplitButtonPrimary({	CODE
LOW	templates/plate-template/src/components/ui/toolbar.tsx	223	export function ToolbarSplitButtonSecondary({	CODE
LOW⚡	apps/www/public/r/ai-api.json	56	"content": "import dedent from 'dedent';\nimport type { AIChatRequestRefs } from 'platejs/ai';\nimport type { Mark	CODE
147 more matches not shown…

Hallucination Indicators6 hits · 60 pts

Severity	File	Line	Snippet	Context
CRITICAL	packages/plitejs/src/authored/ledger/cards.ts	79	placeIn(previous.last, previous.last.slot.changes.ends.get(previous.id)),	CODE
CRITICAL	…es/plitejs/src/react/editable/external-text-runtime.ts	471	const viewRoot = toInternalRoot(this.runtime.editor.read.view.root());	CODE
CRITICAL	…es/plitejs/src/react/editable/external-text-runtime.ts	528	toInternalRoot(this.runtime.editor.read.view.root())	CODE
CRITICAL	…es/plitejs/src/react/editable/external-text-runtime.ts	606	toInternalRoot(this.runtime.editor.read.view.root())	CODE
CRITICAL	…es/plitejs/src/react/editable/external-text-runtime.ts	1025	this.runtime.editor.read.view.root()	CODE
CRITICAL	…ages/platejs/src/features/table/lib/BaseTablePlugin.ts	2386	const exact = context.editor.api.dom.clipboard.readSlice(input);	CODE

Synthetic Comment Markers4 hits · 28 pts

Severity	File	Line	Snippet	Context
HIGH⚡	apps/www/public/r/ai-api.json	50	"content": "import dedent from 'dedent';\nimport { ElementApi, NodeApi, RangeApi } from 'platejs';\nimport type {	CODE
HIGH	apps/www/public/r/docs-meta.json	9	"content": "{\n \"root\": true,\n \"pages\": [\n \"---Get Started---\",\n \"[Introduction](/docs/plate)\",	CODE
HIGH⚡	apps/www/public/r/ai-docs.json	9	"content": "---\ntitle: AI\ndescription: AI-powered writing assistance.\ndocs:\n - route: https://pro.platejs.org	CODE
HIGH⚡	apps/www/public/r/ai-docs.json	9	"content": "---\ntitle: AI\ndescription: AI-powered writing assistance.\ndocs:\n - route: https://pro.platejs.org	CODE

Over-Commented Block24 hits · 24 pts

Severity	File	Line	Snippet	Context
LOW	lefthook.yml	1	# EXAMPLE USAGE:	COMMENT
LOW	lefthook.yml	21	# parallel: true	COMMENT
LOW	lefthook.yml	41	# - script: "hello.go"	COMMENT
LOW	tooling/config/.ncurc.yml	1	# npm-check-updates configuration used by pnpm deps:check && pnpm deps:update	COMMENT
LOW	.github/workflows/ci.yml	121	# runs-on: ubuntu-latest	COMMENT
LOW	…-playground-template/src/components/editor/use-chat.ts	1341	{	COMMENT
LOW	…-playground-template/src/components/editor/use-chat.ts	1361	// {	COMMENT
LOW	apps/www/src/app/(app)/docs/[[...slug]]/doc-content.tsx	301	// <div className="sticky top-0 flex w-[230px] flex-col">	COMMENT
LOW	…/(app)/examples/plite/_examples/utils/prism-runtime.ts	1	import type PrismType from 'prismjs';	COMMENT
LOW	apps/www/src/registry/registry-pro.ts	121	// name: 'emoji-pro',	COMMENT
LOW	apps/www/src/registry/registry-pro.ts	141	// },	COMMENT
LOW	apps/www/src/registry/registry-pro.ts	161	// - Resize columns with drag handles	COMMENT
LOW	apps/www/src/registry/registry-pro.ts	181	// },	COMMENT
LOW	apps/www/src/registry/registry-pro.ts	201	// - Custom date formatting options	COMMENT
LOW	apps/www/src/registry/registry-examples.ts	1201	// },	COMMENT
LOW	apps/www/src/lib/rehype-component.ts	241	// if (!component) {	COMMENT
LOW	apps/www/src/lib/rehype-component.ts	261	// // Add code as children so that rehype can take over at build time.	COMMENT
LOW	apps/www/src/lib/rehype-component.ts	301	// node.children?.push(	COMMENT
LOW	apps/www/src/lib/rehype-component.ts	321	// })	COMMENT
LOW	apps/www/src/lib/rehype-component.ts	341	// name: 'extractedClassNames',	COMMENT
LOW	apps/www/src/lib/rehype-component.ts	361	// }),	COMMENT
LOW	apps/www/src/lib/rehype-component.ts	381	// properties: {	COMMENT
LOW	apps/www/src/lib/rehype-utils.ts	261	return Array.from(new Set(deps));	COMMENT
LOW	apps/www/src/lib/rehype-utils.ts	281	// file	COMMENT

AI Slop Vocabulary7 hits · 16 pts

Severity	File	Line	Snippet	Context
MEDIUM	…es/platejs/src/docx/export/lib/internal/xml-builder.ts	2166	// Essentially if background color needs to be across the row	COMMENT
MEDIUM⚡	apps/www/public/r/ai-api.json	56	"content": "import dedent from 'dedent';\nimport type { AIChatRequestRefs } from 'platejs/ai';\nimport type { Mark	CODE
MEDIUM	apps/www/public/r/plugin-rules-docs.json	9	"content": "---\ntitle: Plugin Rules\ndescription: Configure common editing behaviors.\n---\n\nPlugin Rules contro	CODE
MEDIUM	apps/www/public/r/browser-docs.json	9	"content": "---\ntitle: \"Browser\"\ndescription: \"Use the first-party browser proof harness for editor behavior	CODE
MEDIUM	apps/www/public/r/media-docs.json	9	"content": "---\ntitle: Media\ndocs:\n - route: https://pro.platejs.org/docs/examples/media\n title: Plus\n -	CODE
MEDIUM	apps/www/public/r/installation-plate-ui-docs.json	9	"content": "---\ntitle: Plate UI\ndescription: Install, customize, and sync copied Plate UI components.\n---\n\nPl	CODE
MEDIUM	apps/www/public/r/copilot-docs.json	9	"content": "---\ntitle: Copilot\ndescription: AI-powered text completion suggestions.\ndocs:\n - route: https://p	CODE

Magic Placeholder Names2 hits · 12 pts

Severity	File	Line	Snippet	Context
HIGH⚡	apps/www/public/r/ai-docs.json	9	"content": "---\ntitle: AI\ndescription: AI-powered writing assistance.\ndocs:\n - route: https://pro.platejs.org	CODE
HIGH	apps/www/public/r/copilot-docs.json	9	"content": "---\ntitle: Copilot\ndescription: AI-powered text completion suggestions.\ndocs:\n - route: https://p	CODE

Fake / Example Data12 hits · 12 pts

Severity	File	Line	Snippet	Context
LOW	packages/plitejs/src/testing/jsx.ts	131	hplaceholder: { type: 'placeholder' },	CODE
LOW	packages/plitejs/src/testing/jsx.ts	164	hplaceholder: createElementWithDefaultText('placeholder'),	CODE
LOW	packages/plitejs/src/dom/plugin/dom-coverage.ts	65	\| { nodeKey?: NodeKey; type: 'placeholder' };	CODE
LOW	packages/plitejs/src/dom/utils/weak-maps.ts	130	export const PLACEHOLDER_SYMBOL = Symbol('placeholder') as unknown as string;	CODE
LOW	packages/plitejs/src/react/viewport-boundary.tsx	24	anchor: { type: 'placeholder' as const },	CODE
LOW	…/plitejs/src/react/components/editable-text-blocks.tsx	708	\| 'placeholder'	CODE
LOW	…plitejs/src/react/components/dom-coverage-boundary.tsx	75	anchor: { type: 'placeholder' as const },	CODE
LOW	…plitejs/src/react/components/dom-coverage-boundary.tsx	178	anchor: { type: 'placeholder' as const },	CODE
LOW	…es/plitejs/src/react/editable/root-selector-sources.ts	221	profileId: 'placeholder',	CODE
LOW	packages/test/README.md	176	const editor = await openExample(page, 'placeholder', {	CODE
LOW	…s/platejs/src/internal/mergePlateRenderedAttributes.ts	17	if (name === 'className' \|\| name === 'placeholder') {	CODE
LOW	packages/platejs/src/internal/plugin/resolvePlugins.ts	851	name === 'placeholder' \|\|	CODE

Slop Phrases5 hits · 11 pts

Severity	File	Line	Snippet	Context
MEDIUM	…emplate/src/app/api/ai/command/prompt/getEditPrompt.ts	49	Hey, here's how you can set things up quickly.	CODE
MEDIUM⚡	apps/www/public/r/ai-api.json	56	"content": "import dedent from 'dedent';\nimport type { AIChatRequestRefs } from 'platejs/ai';\nimport type { Mark	CODE
MEDIUM	apps/www/public/r/toolbar-docs.json	9	"content": "---\ntitle: Toolbar\ndescription: Fixed and floating toolbars for your editor.\ndocs:\n - route: http	CODE
MEDIUM	apps/www/public/r/installation-docs-docs.json	9	"content": "---\ntitle: Local Docs\ndescription: Set up Plate's documentation locally for version-controlled, AI-e	CODE
MEDIUM	…rc/registry/app/api/ai/command/prompt/getEditPrompt.ts	51	Hey, here's how you can set things up quickly.	CODE

Self-Referential Comments5 hits · 10 pts

Severity	File	Line	Snippet	Context
MEDIUM	apps/www/public/r/installation-node-docs.json	9	"content": "---\ntitle: Node.js\ndescription: Install and configure Plate for Node.js conversion and document work	CODE
MEDIUM	apps/www/public/r/yjs-docs.json	9	"content": "---\ntitle: Collaboration\ndescription: Real-time collaboration with Yjs\ntoc: true\n---\n\n<Component	CODE
MEDIUM	apps/www/public/r/api-editor-api-docs.json	9	"content": "---\ntitle: \"Editor\"\ndescription: \"Core editor runtime API for reads, transactions, roots, state,	CODE
MEDIUM	apps/www/public/r/combobox-docs.json	9	"content": "---\ntitle: Combobox\ndocs:\n - route: /docs/components/inline-combobox\n title: Inline Combobox\n	CODE
MEDIUM	apps/www/public/r/static-docs.json	9	"content": "---\ntitle: Static Rendering\ndescription: A minimal, memoized, read-only version of Plate with RSC/SS	CODE

AI Response Leakage1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	apps/www/public/r/comment-docs.json	9	"content": "---\ntitle: Comments\ndescription: Add comments to text, reply in threads, and keep them attached as y	CODE

Cross-Language Confusion (JS/TS)1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	…/www/src/registry/examples/values/code-block-value.tsx	55	{` """Get a task by index, return None if not found."""`}	CODE

Modern AI Meta-Vocabulary2 hits · 4 pts

Severity	File	Line	Snippet	Context
MEDIUM	apps/www/public/r/editor-docs.json	9	"content": "---\ntitle: Editor Configuration\ndescription: Learn how to configure and customize the Plate editor.\	CODE
MEDIUM	apps/www/public/r/editor-docs.json	9	"content": "---\ntitle: Editor Configuration\ndescription: Learn how to configure and customize the Plate editor.\	CODE

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	tooling/scripts/brl.sh	68	# Check if the src/react directory exists and run barrelsby if it does and if index.tsx doesn't exist	COMMENT
LOW	tooling/scripts/brl.sh	73	# Check if the src/static directory exists and run barrelsby if it does and if index.tsx doesn't exist	COMMENT

Verbosity Indicators1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	apps/www/public/r/installation-mcp-docs.json	9	"content": "---\ntitle: MCP Server\ndescription: Use the Model Context Protocol with Plate.\n---\n\nUse the shadcn	CODE

Structural Annotation Overuse1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	apps/www/public/r/installation-mcp-docs.json	9	"content": "---\ntitle: MCP Server\ndescription: Use the Model Context Protocol with Plate.\n---\n\nUse the shadcn	CODE

udecode/plate

Open-Source Code Quality, Security and Technical Debt Review