AI Slop Code Risk Monitor

dotansimha/graphql-code-generator

Name: dotansimha/graphql-code-generator — TypeScript Code Quality & Security Review | AI Slop Code Risk Monitor
Creator: AI Slop Code Risk Monitor

Adjusted legacy signal; badge bands: 25 / 50 / 75 (different from dashboard bands).

A tool for generating code based on a GraphQL schema and GraphQL operations (query/mutation/subscription), with flexible support for custom plugins.

0.2 Low pattern signal View on GitHub

Open-Source Code Quality, Security and Technical Debt Review

This report summarizes scanner evidence for dotansimha/graphql-code-generator, a TypeScript project with 11,266 GitHub stars. SynthScan examined 148,135 lines of code across 758 source files, recording 35 pattern matches distributed across 4 syntactic categories. The legacy adjusted pattern signal is 0.2 (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.

0.2

Adjusted Signal

0.2

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

11.3K

Stars

TypeScript

Language

148.1K

Lines of Code

758

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 1.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 34 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 1 finding(s).

Agent Over-Engineering Ratio 1.0/100 · LOW

Are wrappers, guards, and repeated structures necessary? 29 finding(s).

PR Review Velocity Impact 1.2/100 · LOW

Which changes need focused human review? 35 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 35

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 35 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.

Hyper-Verbose Identifiers29 hits · 29 pts

Severity	File	Line	Snippet	Context
LOW	packages/plugins/typescript/typescript/src/index.ts	57	export function includeIntrospectionTypesDefinitions(	CODE
LOW	packages/plugins/typescript/operations/src/visitor.ts	850	function collectAndFlattenTypeNodes({	CODE
LOW	…ges/plugins/other/visitor-plugin-common/src/mappers.ts	211	export function transformDirectiveArgumentAndInputFieldMappings(	CODE
LOW	…kages/plugins/other/visitor-plugin-common/src/utils.ts	443	export function stripMapperTypeInterpolation(identifier: string): string {	CODE
LOW	…kages/plugins/other/visitor-plugin-common/src/utils.ts	541	export function hasIncrementalDeliveryDirectives(	CODE
LOW	…kages/plugins/other/visitor-plugin-common/src/utils.ts	586	export function wrapTypeNodeWithModifiers(baseType: string, typeNode: TypeNode): string {	CODE
LOW	…kages/plugins/other/visitor-plugin-common/src/utils.ts	620	export function getOneOfInputDeclarationKind({	CODE
LOW	…ges/plugins/other/visitor-plugin-common/src/imports.ts	36	export function generateFragmentImportStatement(	CODE
LOW	…er/visitor-plugin-common/src/base-resolvers-visitor.ts	2277	function normalizeResolversNonOptionalTypename(	CODE
LOW	…er/visitor-plugin-common/src/base-resolvers-visitor.ts	2297	function checkIfObjectTypeHasAbstractTypesRecursively(	CODE
LOW	…sitor-plugin-common/src/operation-declaration-kinds.ts	15	export function normalizeOperationDeclarationKind(	CODE
LOW	packages/utils/plugins-helpers/src/federation.ts	86	export function addFederationReferencesToSchema(	CODE
LOW	packages/utils/plugins-helpers/src/federation.ts	184	function findAllSelectionSetCombinations(	CODE
LOW	packages/utils/plugins-helpers/src/federation.ts	587	function checkTypeFederationDetails(	CODE
LOW	packages/utils/plugins-helpers/src/federation.ts	640	function extractReferenceSelectionSet(directive: DirectiveNode): ReferenceSelectionSet {	CODE
LOW	packages/utils/plugins-helpers/src/helpers.ts	74	export function hasNullableTypeRecursively(type: GraphQLOutputType): boolean {	CODE
LOW	…/plugins-helpers/src/resolve-external-module-and-fn.ts	5	export function resolveExternalModuleAndFn(pointer: any): any {	CODE
LOW	packages/presets/graphql-modules/src/utils.ts	225	function ensureStartsWithSeparator(path: string) {	CODE
LOW	packages/presets/graphql-modules/src/builder.ts	228	function printResolveSignaturesPerType(registry: Registry) {	CODE
LOW	packages/presets/graphql-modules/src/builder.ts	306	function printResolveMiddlewareMap() {	CODE
LOW	packages/presets/graphql-modules/src/builder.ts	333	function printResolveMiddlewareRecord(path: string): string {	CODE
LOW	packages/presets/client/src/persisted-documents.ts	31	export function normalizeAndPrintDocumentNode(documentNode: DocumentNode): string {	CODE
LOW	packages/graphql-codegen-cli/src/documentTransforms.ts	45	export async function getDocumentTransformByName(	CODE
LOW	packages/graphql-codegen-cli/src/config.ts	321	export function updateContextWithCliFlags(context: CodegenContext, cliFlags: YamlCliFlags) {	CODE
LOW	packages/graphql-codegen-cli/src/init/questions.ts	98	export function getApplicationTypeChoices(possibleTargets: Record<Tags, boolean>) {	CODE
LOW	packages/graphql-codegen-core/src/codegen.ts	287	function validateDuplicateDocuments(files: Types.DocumentFile[]) {	CODE
LOW	packages/graphql-codegen-core/src/utils.ts	26	export function shouldValidateDuplicateDocuments(	CODE
LOW	packages/graphql-codegen-core/src/utils.ts	44	export function shouldValidateDocumentsAgainstSchema(	CODE
LOW	packages/graphql-codegen-core/src/utils.ts	62	export function getSkipDocumentsValidationOption(	CODE

Over-Commented Block4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	packages/plugins/typescript/operations/src/visitor.ts	421		COMMENT
LOW	packages/plugins/typescript/operations/src/index.ts	101	//	COMMENT
LOW	packages/graphql-codegen-cli/tests/test-files/13.tsx	21	// query IndexQuery {	COMMENT
LOW	packages/graphql-codegen-cli/tests/test-files/12.tsx	21	// query IndexQuery {	COMMENT

Verbosity Indicators1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	packages/graphql-codegen-cli/src/graphql-config.ts	50	// so we need to check if it's a regular config or not	COMMENT

Fake / Example Data1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	examples/react/nextjs-swr/pages/api/hello.ts	9	res.status(200).json({ name: 'John Doe' });	CODE