0.6

Adjusted Signal

0.6

Raw Pattern Score

100%

Time Factor

2026-10-27

Last Push

16.9K

Stars

TypeScript

Language

97.3K

Lines of Code

669

Files

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 3.0/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 55 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 0 finding(s).

Agent Over-Engineering Ratio 2.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 42 finding(s).

PR Review Velocity Impact 2.9/100 · LOW

Which changes need focused human review? 55 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 1LOW 54

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 55 distinct pattern matches across 5 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 Identifiers42 hits · 44 pts

Severity	File	Line	Snippet	Context
LOW	docs/migration/graphiql-4.0.0.md	85	additionalComponent: function MyComponentWithAccessToContext() {	CODE
LOW	examples/monaco-graphql-nextjs/src/constants.ts	92	export function getOrCreateModel({ uri, value }: { uri: Uri; value: string }) {	CODE
LOW	examples/monaco-graphql-react-vite/src/constants.ts	92	export function getOrCreateModel({ uri, value }: { uri: Uri; value: string }) {	CODE
LOW	packages/graphiql-react/src/stores/editor.ts	328	function synchronizeActiveTabValues(tabsState: TabsState): TabsState {	CODE
LOW	…ges/graphiql-react/src/components/operation-editor.tsx	161	function getAndUpdateOperationFacts(editorInstance: MonacoEditor) {	CODE
LOW	…ges/graphiql-react/src/components/operation-editor.tsx	161	function getAndUpdateOperationFacts(editorInstance: MonacoEditor) {	CODE
LOW	packages/graphiql-react/src/utility/resize.ts	158	function setHiddenElementWithCallback(element: ResizableElement \| null) {	CODE
LOW	packages/graphiql-react/src/utility/tabs.ts	277	export function fuzzyExtractOperationName(str: string): string \| null {	CODE
LOW	packages/graphiql-react/src/utility/create-editor.ts	18	export function getOrCreateModel({	CODE
LOW	packages/graphiql/CHANGELOG.md	679	additionalComponent: function MyComponentWithAccessToContext() {	CODE
LOW	packages/graphiql/CHANGELOG.md	841	additionalComponent: function MyComponentWithAccessToContext() {	CODE
LOW	packages/graphiql/cypress/support/commands.ts	141	function normalizeMonacoWhitespace(str: string): string {	CODE
LOW	packages/graphiql/src/ui/sidebar.tsx	105	function handleOpenShortKeysDialog(isOpen: boolean) {	CODE
LOW	packages/graphiql-toolkit/src/create-fetcher/lib.ts	73	export async function createWebsocketsFetcherFromUrl(	CODE
LOW	…/graphiql-toolkit/src/graphql-helpers/auto-complete.ts	86	function defaultGetDefaultFieldNames(type: GraphQLType) {	CODE
LOW	…ages/graphiql-toolkit/src/graphql-helpers/merge-ast.ts	48	function inlineRelevantFragmentSpreads(	CODE
LOW	packages/monaco-graphql/src/graphqlMode.ts	30	function registerSchemaLessProviders(): void {	CODE
LOW	…raphql-language-service-server/src/MessageProcessor.ts	1388	export function processDiagnosticsMessage(	CODE
LOW	…ge-service/src/interface/getAutocompleteSuggestions.ts	138	export function getAutocompleteSuggestions(	CODE
LOW⚡	…ge-service/src/interface/getAutocompleteSuggestions.ts	482	function getSuggestionsForTypeSystemDefinitions(	CODE
LOW⚡	…ge-service/src/interface/getAutocompleteSuggestions.ts	491	function getSuggestionsForExecutableDefinitions(	CODE
LOW⚡	…ge-service/src/interface/getAutocompleteSuggestions.ts	497	function getSuggestionsForUnknownDocumentMode(	CODE
LOW⚡	…ge-service/src/interface/getAutocompleteSuggestions.ts	507	function getSuggestionsForExtensionDefinitions(	CODE
LOW⚡	…ge-service/src/interface/getAutocompleteSuggestions.ts	513	function getSuggestionsForFieldNames(	CODE
LOW	…ge-service/src/interface/getAutocompleteSuggestions.ts	588	function getSuggestionsForInputValues(	CODE
LOW	…ge-service/src/interface/getAutocompleteSuggestions.ts	667	function getSuggestionsForImplements(	CODE
LOW	…ge-service/src/interface/getAutocompleteSuggestions.ts	778	function getSuggestionsForFragmentTypeConditions(	CODE
LOW	…ge-service/src/interface/getAutocompleteSuggestions.ts	822	function getSuggestionsForFragmentSpread(	CODE
LOW	…ge-service/src/interface/getAutocompleteSuggestions.ts	1038	function getSuggestionsForVariableDefinition(	CODE
LOW	…ge-service/src/interface/getAutocompleteSuggestions.ts	1056	function getSuggestionsForDirective(	CODE
LOW	…ge-service/src/interface/getAutocompleteSuggestions.ts	1080	function getSuggestionsForDirectiveArguments(	CODE
LOW	…raphql-language-service/src/interface/getDefinition.ts	62	export async function getDefinitionQueryResultForNamedType(	CODE
LOW	…raphql-language-service/src/interface/getDefinition.ts	87	export async function getDefinitionQueryResultForField(	CODE
LOW	…raphql-language-service/src/interface/getDefinition.ts	124	export async function getDefinitionQueryResultForArgument(	CODE
LOW	…raphql-language-service/src/interface/getDefinition.ts	156	export async function getDefinitionQueryResultForFragmentSpread(	CODE
LOW	…raphql-language-service/src/interface/getDefinition.ts	180	export function getDefinitionQueryResultForDefinitionNode(	CODE
LOW	…raphql-language-service/src/interface/getDefinition.ts	192	function getDefinitionForFragmentDefinition(	CODE
LOW	…raphql-language-service/src/interface/getDefinition.ts	215	function getDefinitionForNodeDefinition(	CODE
LOW	…raphql-language-service/src/interface/getDefinition.ts	234	function getDefinitionForFieldDefinition(	CODE
LOW	…raphql-language-service/src/interface/getDefinition.ts	253	function getDefinitionForArgumentDefinition(	CODE
LOW	…l-language-service/src/utils/getVariablesJSONSchema.ts	91	function renderDefinitionDescription(	CODE
LOW	…l-language-service/src/utils/getVariablesJSONSchema.ts	172	function getJSONSchemaFromGraphQLType(	CODE

Over-Commented Block9 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	resources/custom-words.txt	1	Здорово	COMMENT
LOW	examples/monaco-graphql-nextjs/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	examples/graphiql-nextjs/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	packages/graphiql-react/src/vite-env.d.ts	1	/// <reference types="vite-plugin-svgr/client" />	COMMENT
LOW	packages/graphiql-react/src/constants.ts	61	# typeaheads aware of the current GraphQL type schema and live syntax and	COMMENT
LOW	packages/graphiql-plugin-explorer/src/vite-env.d.ts	1	/// <reference types="vite-plugin-svgr/client" />	COMMENT
LOW	packages/graphiql/cypress/support/e2e.ts	1	// ***********************************************************	COMMENT
LOW	…raphql-language-service-server/src/MessageProcessor.ts	981	// }	COMMENT
LOW	…raphql-language-service-server/src/MessageProcessor.ts	1141	// 'generated-schema.graphql',	COMMENT

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	packages/codemirror-graphql/resources/checkgit.sh	17	# Check if main is checked out	COMMENT
LOW	packages/codemirror-graphql/resources/checkgit.sh	23	# Check if branch is synced with remote	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/graphiql/test/schema.js	159	'delay in milliseconds for subsequent results, for demonstration purposes',	CODE

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	functions/graphql.ts	70	return async function handleRequest(event: NetlifyHandlerEvent) {	CODE

graphql/graphiql

Open-Source Code Quality, Security and Technical Debt Review