1.3

Adjusted Signal

1.3

Raw Pattern Score

100%

Time Factor

2026-10-20

Last Push

55.9K

Stars

JavaScript

Language

600.7K

Lines of Code

5.4K

Files

570

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 3.8/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 417 finding(s).

Hallucinated Dependency & Supply Chain Risk 2.4/100 · LOW

Are imports declared and package/API names verified? 153 finding(s).

Agent Over-Engineering Ratio 2.3/100 · LOW

Are wrappers, guards, and repeated structures necessary? 277 finding(s).

PR Review Velocity Impact 5.9/100 · LOW

Which changes need focused human review? 570 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 12HIGH 5MEDIUM 15LOW 538

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 570 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 Identifiers277 hits · 278 pts

Severity	File	Line	Snippet	Context
LOW	integration-tests/artifacts/__tests__/index.js	19	function runGatsbyWithRunTestSetup(runNumber = 1) {	CODE
LOW	integration-tests/artifacts/__tests__/index.js	121	function assertFileExistenceForPagePaths({ pagePaths, type, shouldExist }) {	CODE
LOW	integration-tests/artifacts/__tests__/index.js	141	function assertWebpackBundleChanges({ browser, ssr, runNumber }) {	CODE
LOW	…artifacts/src/templates/deps-page-query-alternative.js	4	export default function DepPageQueryAlternativePage({ data }) {	CODE
LOW	integration-tests/artifacts/src/pages/react-lazy.js	7	export default function PageUsingReactLazyComponent() {	CODE
LOW	…egration-tests/artifacts/src/pages/extension-change.js	4	export default function PageThatIsImportingFileWithoutSpecyfingExtension() {	CODE
LOW	…/artifacts/src/pages/dynamic-imports-magic-comments.js	15	export default function DynamicImportsWithWebpackMagicComments() {	CODE
LOW	…ages/static-query-result-tracking/should-invalidate.js	4	export default function DepStaticQueryPageShouldInvalidate() {	CODE
LOW	…-result-tracking/rerun-query-but-dont-recreate-html.js	4	export default function DepStaticQueryPageRerunQueryButDontRecreateHtml() {	CODE
LOW	integration-tests/ssr/src/pages/head-function-export.js	3	export default function PageWithHeadFunctionExport() {	CODE
LOW	…nctions/src/api/config/body-parser-urlencoded-limit.js	3	export default function bodyParserUrlUncodedLimit(req, res) {	CODE
LOW	…c/pages/head-function-export/static-query-component.js	4	export default function HeadFunctionExportStaticQueryComponent() {	CODE
LOW	…export/src/pages/head-function-export/deduplication.js	3	export default function HeadFunctionDeduplication() {	CODE
LOW	…on-export/src/pages/head-function-export/page-query.js	5	export default function HeadFunctionExportPageQuery() {	CODE
LOW	…src/pages/head-function-export/re-exported-function.js	5	export default function HeadFunctionExportReExported() {	CODE
LOW	…pages/head-function-export/html-and-body-attributes.js	3	export default function HeadFunctionHtmlAndBodyAttributes() {	CODE
LOW	…ocs/reference/release-notes/migrating-from-v2-to-v3.md	785	exports.createSchemaCustomization = function createSchemaCustomization({ actions }) {	CODE
LOW	docs/docs/reference/release-notes/v3.0/index.md	141	exports.createSchemaCustomization = function createSchemaCustomization({ actions }) {	CODE
LOW	e2e-tests/mdx/src/pages/frontmatter-graphql-query.js	4	export default function PageRunningGraphqlResolversOnJSFrontmatterTestInputs({	CODE
LOW	e2e-tests/contentful/cypress/integration/rich-text.js	8	function testWithGatsbyPluginImage(elem) {	CODE
LOW	e2e-tests/contentful/src/pages/content-reference.js	9	function renderReferencedComponent(ref) {	CODE
LOW	e2e-tests/contentful/src/pages/rich-text.js	13	function renderReferencedComponent(ref) {	CODE
LOW	…-tests/production-runtime/src/utils/instrument-page.js	4	return function WithInstrumentPageComponent({ ...props }) {	CODE
LOW	…on-runtime/src/pages/gatsby-script-ssr-browser-apis.js	6	function ScriptsFromSSRAndBrowserAPIs() {	CODE
LOW	…c/pages/head-function-export/static-query-component.js	4	export default function HeadFunctionExportStaticQueryComponent() {	CODE
LOW	…function-export/{HeadFunctionExportFsRouteApi.slug}.js	3	export default function HeadFunctionExportFsRouteApi() {	CODE
LOW	…untime/src/pages/head-function-export/deduplication.js	3	export default function HeadFunctionDeduplication() {	CODE
LOW	…rc/pages/head-function-export/page-with-uselocation.js	4	export default function HeadFunctionExportWithUseLocation() {	CODE
LOW	…n-runtime/src/pages/head-function-export/page-query.js	5	export default function HeadFunctionExportPageQuery() {	CODE
LOW	…src/pages/head-function-export/re-exported-function.js	5	export default function HeadFunctionExportReExported() {	CODE
LOW	…ime/src/pages/head-function-export/invalid-elements.js	4	export default function HeadFunctionExportInvalidElements() {	CODE
LOW	…pages/head-function-export/html-and-body-attributes.js	3	export default function HeadFunctionHtmlAndBodyAttributes() {	CODE
LOW	e2e-tests/adapters/gatsby-node.ts	122	function createSchemaCustomization({ actions, schema, store }) {	CODE
LOW	…cypress/integration/functionality/query-data-caches.js	56	function setupForAssertingNotReloading() {	CODE
LOW	…cypress/integration/functionality/query-data-caches.js	80	function pageTitleAndDataAssertion(config) {	CODE
LOW	…ponents/query-data-caches/adding-static-query-blank.js	1	export function useDataForAddingStaticQueryTest() {	CODE
LOW	…nts/query-data-caches/adding-static-query-with-data.js	3	export function useDataForAddingStaticQueryTest() {	CODE
LOW	…nt-runtime/src/pages/gatsby-script-ssr-browser-apis.js	6	function ScriptsFromSSRAndBrowserAPIs() {	CODE
LOW	…ent-runtime/src/pages/head-function-export/warnings.js	3	export default function HeadFunctionExportWarnings() {	CODE
LOW	…c/pages/head-function-export/static-query-component.js	4	export default function HeadFunctionExportStaticQueryComponent() {	CODE
LOW	…function-export/{HeadFunctionExportFsRouteApi.slug}.js	3	export default function HeadFunctionExportFsRouteApi(props) {	CODE
LOW	…untime/src/pages/head-function-export/deduplication.js	3	export default function HeadFunctionDeduplication() {	CODE
LOW	…t-runtime/src/pages/head-function-export/page-query.js	5	export default function HeadFunctionExportPageQuery() {	CODE
LOW	…src/pages/head-function-export/re-exported-function.js	5	export default function HeadFunctionExportReExported() {	CODE
LOW	…ime/src/pages/head-function-export/invalid-elements.js	4	export default function HeadFunctionExportInvalidElements() {	CODE
LOW	…pages/head-function-export/html-and-body-attributes.js	3	export default function HeadFunctionHtmlAndBodyAttributes() {	CODE
LOW	…uery-with-trailing-slash-A-to-B-to-A-history/page-A.js	5	export default function PageQueryWithTrailingSlashAtoBtoAHistoryPageA({	CODE
LOW	…uery-with-trailing-slash-A-to-B-to-A-history/page-B.js	5	export default function PageQueryWithTrailingSlashAtoBtoAHistoryPageB({	CODE
LOW	…e-query-with-trailing-slash-A-to-B-to-A-link/page-A.js	5	export default function PageQueryWithTrailingSlashAtoBtoALinkPageA({	CODE
LOW	…e-query-with-trailing-slash-A-to-B-to-A-link/page-B.js	5	export default function PageQueryWithTrailingSlashAtoBtoALinkPageB({	CODE
LOW	…c-query-with-trailing-slash-A-to-B-to-A-link/page-A.js	5	export default function StaticQueryWithTrailingSlashAtoBtoALinkPageA({ path }) {	CODE
LOW	…c-query-with-trailing-slash-A-to-B-to-A-link/page-B.js	5	export default function StaticQueryWithTrailingSlashAtoBtoALinkPageB({ path }) {	CODE
LOW	…age-query-no-trailing-slash-A-to-B-to-A-link/page-A.js	5	export default function PageQueryNoTrailingSlashAtoBtoALinkPageA({	CODE
LOW	…age-query-no-trailing-slash-A-to-B-to-A-link/page-B.js	5	export default function PageQueryNoTrailingSlashAtoBtoALinkPageB({	CODE
LOW	…es/static-query-CO-to-B-to-CO-history/[client-only].js	5	export default function StaticQueryCOtoBtoCOHistoryPageA({ path }) {	CODE
LOW	…ta-caches/static-query-CO-to-B-to-CO-history/page-B.js	5	export default function StaticQueryCOtoBtoCOHistoryPageB({ path }) {	CODE
LOW	…-caches/page-query-CO-to-B-to-CO-link/[client-only].js	5	export default function PageQueryCOtoBtoCOLinkPageA({ data, path }) {	CODE
LOW	…ry-data-caches/page-query-CO-to-B-to-CO-link/page-B.js	5	export default function PageQueryCOtoBtoCOLinkPageB({ data, path }) {	CODE
LOW	…aches/static-query-CO-to-B-to-CO-link/[client-only].js	5	export default function StaticQueryCOtoBtoCOLinkPageA({ path }) {	CODE
LOW	…-data-caches/static-query-CO-to-B-to-CO-link/page-B.js	5	export default function StaticQueryCOtoBtoCOLinkPageB({ path }) {	CODE
217 more matches not shown…

Fake / Example Data138 hits · 157 pts

Severity	File	Line	Snippet	Context
LOW	starters/blog/content/blog/new-beginnings/index.md	45	name of Lorem Ipsum decided to leave for the far World of Grammar.	CODE
LOW	starters/blog/content/blog/new-beginnings/index.md	87	name of Lorem Ipsum decided to leave for the far World of Grammar. The Big Oxmox	CODE
LOW⚡	starters/blog/content/blog/hello-world/index.md	90	> Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aliquam hendrerit mi posuere lectus. Vestibulum enim wisi, v	CODE
LOW⚡	starters/blog/content/blog/hello-world/index.md	90	> Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aliquam hendrerit mi posuere lectus. Vestibulum enim wisi, v	CODE
LOW⚡	starters/blog/content/blog/hello-world/index.md	92	> Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aliquam hendrerit mi posuere lectus. Vestibulum enim wis	CODE
LOW⚡	starters/blog/content/blog/hello-world/index.md	92	> Lorem ipsum dolor sit amet, consectetuer adipiscing elit. Aliquam hendrerit mi posuere lectus. Vestibulum enim wis	CODE
LOW⚡	integration-tests/artifacts/gatsby-node.js	151	title: "What is Lorem Ipsum?",	CODE
LOW⚡	integration-tests/artifacts/gatsby-node.js	153	"Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's st	CODE
LOW⚡	integration-tests/artifacts/gatsby-node.js	162	"It is a long established fact that a reader will be distracted by the readable content of a page when looking at	CODE
LOW⚡	integration-tests/artifacts/gatsby-node.js	170	content: `Contrary to popular belief, Lorem Ipsum is not simply random text. It has roots in a piece of classical La	CODE
LOW⚡	integration-tests/artifacts/gatsby-node.js	170	content: `Contrary to popular belief, Lorem Ipsum is not simply random text. It has roots in a piece of classical La	CODE
LOW⚡	integration-tests/artifacts/gatsby-node.js	172	The standard chunk of Lorem Ipsum used since the 1500s is reproduced below for those interested. Sections 1.10.32 an	CODE
LOW	integration-tests/structured-logging/gatsby-node.js	85	field: `Lorem Ipsum`,	CODE
LOW	integration-tests/structured-logging/__tests__/to-do.js	461	field: `Dolor sit amet`,	CODE
LOW	docs/docs/sourcing-from-graphcms.md	106	"markdown": "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quid ergo? Huius ego nunc auctoritatem	CODE
LOW	docs/docs/sourcing-from-graphcms.md	106	"markdown": "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Quid ergo? Huius ego nunc auctoritatem	CODE
LOW	docs/docs/sourcing-from-graphcms.md	118	"markdown": "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Id enim natura desiderat. Falli igitur	CODE
LOW	docs/docs/sourcing-from-graphcms.md	118	"markdown": "Lorem ipsum dolor sit amet, consectetur adipiscing elit. Id enim natura desiderat. Falli igitur	CODE
LOW⚡	…ocs/how-to/sourcing-data/sourcing-from-json-or-yaml.md	157	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod	CODE
LOW⚡	…ocs/how-to/sourcing-data/sourcing-from-json-or-yaml.md	157	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod	CODE
LOW⚡	…ocs/how-to/sourcing-data/sourcing-from-json-or-yaml.md	167	- item: Cupcake ipsum dolor sit amet tootsie roll sesame snaps chupa chups.	CODE
LOW	…ocs/how-to/sourcing-data/sourcing-from-json-or-yaml.md	182	Lorem ipsum dolor amet mustache knausgaard +1, blue bottle waistcoat tbh	CODE
LOW⚡	docs/docs/how-to/styling/emotion.md	108	username="Jane Doe"	CODE
LOW⚡	docs/docs/how-to/styling/emotion.md	110	excerpt="I'm Jane Doe. Lorem ipsum dolor sit amet, consectetur adipisicing elit."	CODE
LOW⚡	docs/docs/how-to/styling/emotion.md	110	excerpt="I'm Jane Doe. Lorem ipsum dolor sit amet, consectetur adipisicing elit."	CODE
LOW⚡	docs/docs/how-to/styling/emotion.md	115	excerpt="I'm Bob smith, a vertically aligned type of guy. Lorem ipsum dolor sit amet, consectetur adipisicing el	CODE
LOW⚡	docs/docs/how-to/styling/emotion.md	115	excerpt="I'm Bob smith, a vertically aligned type of guy. Lorem ipsum dolor sit amet, consectetur adipisicing el	CODE
LOW⚡	docs/docs/how-to/styling/styled-components.md	106	username="Jane Doe"	CODE
LOW⚡	docs/docs/how-to/styling/styled-components.md	108	excerpt="I'm Jane Doe. Lorem ipsum dolor sit amet, consectetur adipisicing elit."	CODE
LOW⚡	docs/docs/how-to/styling/styled-components.md	108	excerpt="I'm Jane Doe. Lorem ipsum dolor sit amet, consectetur adipisicing elit."	CODE
LOW⚡	docs/docs/how-to/styling/styled-components.md	113	excerpt="I'm Bob smith, a vertically aligned type of guy. Lorem ipsum dolor sit amet, consectetur adipisicing el	CODE
LOW⚡	docs/docs/how-to/styling/styled-components.md	113	excerpt="I'm Bob smith, a vertically aligned type of guy. Lorem ipsum dolor sit amet, consectetur adipisicing el	CODE
LOW	…to/plugins-and-themes/creating-a-transformer-plugin.md	145	"id": "Jane Doe",	CODE
LOW	…to/plugins-and-themes/creating-a-transformer-plugin.md	284	"name": "Jane Doe",	CODE
LOW	e2e-tests/production-runtime/shared-data/slices.js	6	"It is a long established fact that a reader will be distracted by the readable content of a page when looking at	CODE
LOW	e2e-tests/production-runtime/shared-data/slices.js	13	"It is a long established fact that a reader will be distracted by the readable content of a page when looking at	CODE
LOW	e2e-tests/development-runtime/package.json	49	"update:preview": "curl -X POST -d \"{ \\\"fake-data-update\\\": true }\" -H \"Content-Type: application/json\" http	CODE
LOW	e2e-tests/development-runtime/gatsby-config.js	43	`gatsby-source-fake-data`,	CODE
LOW	e2e-tests/development-runtime/shared-data/slices.js	6	"It is a long established fact that a reader will be distracted by the readable content of a page when looking at	CODE
LOW	e2e-tests/development-runtime/shared-data/slices.js	13	"It is a long established fact that a reader will be distracted by the readable content of a page when looking at	CODE
LOW	…press/integration/gatsby-preview/base-functionality.js	8	cy.get(`ul#fake-data`).its(`length`).should(`equal`, 1)	CODE
LOW	…press/integration/gatsby-preview/base-functionality.js	12	cy.get(`#fake-data li`).should(`have.text`, `Hello World (1)`)	CODE
LOW	…runtime/cypress/integration/gatsby-preview/updating.js	16	cy.get(`#fake-data li:eq(0) a`).click().waitForRouteChange()	CODE
LOW	…runtime/cypress/integration/gatsby-preview/updating.js	24	cy.get(`#fake-data li:eq(0) a`).click().waitForRouteChange()	CODE
LOW⚡	…runtime/cypress/integration/gatsby-preview/updating.js	35	cy.get(`#fake-data li`).should(`have.length`, count + 1)	CODE
LOW⚡	…runtime/cypress/integration/gatsby-preview/updating.js	43	cy.get(`#fake-data li`).should(`have.length`, 1)	CODE
LOW⚡	…runtime/cypress/integration/gatsby-preview/updating.js	49	cy.get(`#fake-data`)	CODE
LOW⚡	…ntime/cypress/integration/gatsby-preview/refreshing.js	14	cy.get(`#fake-data li`).should(`have.length`, 1)	CODE
LOW⚡	…ntime/cypress/integration/gatsby-preview/refreshing.js	22	cy.get(`#fake-data li`).should(`have.length`, 1)	CODE
LOW⚡	…ntime/cypress/integration/gatsby-preview/refreshing.js	30	cy.get(`#fake-data li`).should(`have.length`, 1)	CODE
LOW⚡	…ntime/cypress/integration/gatsby-preview/refreshing.js	32	cy.exec(`npm run update:cms-webhook gatsby-source-fake-data`)	CODE
LOW⚡	…ntime/cypress/integration/gatsby-preview/refreshing.js	36	cy.get(`#fake-data li`).should(`have.length`, 2)	CODE
LOW	…sts/development-runtime/cypress/utils/gatsby-config.ts	21	`\`gatsby-source-fake-data\`,	CODE
LOW	…sts/development-runtime/cypress/utils/gatsby-config.ts	26	\`gatsby-source-fake-data\`,`	CODE
LOW	…t-runtime/plugins/gatsby-source-fake-data/package.json	2	"name": "gatsby-source-fake-data"	CODE
LOW	…runtime/plugins/gatsby-source-fake-data/gatsby-node.js	34	if (!(webhookBody && webhookBody[`fake-data-update`])) {	CODE
LOW	…lopment-runtime/plugins/gatsby-source-fake-data/api.js	30	id: createNodeId(`fake-data-${data.uuid}`),	CODE
LOW	…runtime/plugins/gatsby-source-pinc-data/gatsby-node.js	34	if (!(webhookBody && webhookBody[`fake-data-update`])) {	CODE
LOW	…-runtime/src/components/static-query/variable-query.js	21	sitePlugin(name: { eq: "gatsby-source-fake-data" }) {	CODE
LOW	e2e-tests/development-runtime/src/pages/preview.js	10	<ul id="fake-data">	CODE
78 more matches not shown…

Hallucination Indicators12 hits · 120 pts

Severity	File	Line	Snippet	Context
CRITICAL	…egration/hot-reloading/error-handling/runtime-error.js	22	const errorReplacement = `window.a.b.c.d.e.f.g()`	CODE
CRITICAL	examples/using-asciidoc/src/pages/index.js	11	{this.props.data.allAsciidoc.edges.map(({ node }) => (	CODE
CRITICAL	packages/gatsby-source-hacker-news/src/gatsby-node.js	102	result.data.data.hn.topStories.forEach((story, i) => {	CODE
CRITICAL	…/src/internal-plugins/dev-404-page/raw_dev-404-page.js	192	{this.props.data.allSiteFunction.nodes.map(node => {	CODE
CRITICAL	packages/gatsby-cli/src/handlers/plugin-babel-utils.ts	194	const plugins = pluginNodes.value.callee.object.elements.map(getPlugin)	CODE
CRITICAL	packages/gatsby-cli/src/handlers/plugin-babel-utils.ts	210	pluginNodes.value.callee.object.elements.push(pluginNode)	CODE
CRITICAL	packages/gatsby-cli/src/handlers/plugin-babel-utils.ts	213	pluginNodes.value.callee.object.elements.map(node => {	CODE
CRITICAL	packages/gatsby-plugin-sharp/src/gatsby-node.js	163	action.payload.job.args.operations.forEach(op => {	CODE
CRITICAL	…packages/gatsby-recipes/src/providers/gatsby/plugin.js	351	pluginNodes.value.callee.object.elements.map(getPlugin)	CODE
CRITICAL	…packages/gatsby-recipes/src/providers/gatsby/plugin.js	367	pluginNodes.value.callee.object.elements.push(pluginNode)	CODE
CRITICAL	…packages/gatsby-recipes/src/providers/gatsby/plugin.js	370	pluginNodes.value.callee.object.elements.map(node => {	CODE
CRITICAL	…packages/gatsby-recipes/src/providers/gatsby/plugin.js	431	pluginNodes.value.callee.object.elements.filter(node => {	CODE

Over-Commented Block81 hits · 81 pts

Severity	File	Line	Snippet	Context
LOW	starters/blog/content/blog/hello-world/index.md	61		COMMENT
LOW	starters/gatsby-starter-minimal-ts/tsconfig.json	21	// "jsxImportSource": "", /* Specify module specifier used to import the JSX factory func	COMMENT
LOW	starters/gatsby-starter-minimal-ts/tsconfig.json	41	// "checkJs": true, /* Enable error reporting in type-checked JavaScript files. */	COMMENT
LOW	starters/gatsby-starter-minimal-ts/tsconfig.json	61	// "newLine": "crlf", /* Set the newline character for emitting files. */	COMMENT
LOW	starters/gatsby-starter-minimal-ts/tsconfig.json	81	// "strictBindCallApply": true, /* Check that the arguments for `bind`, `call`, and `apply` met	COMMENT
LOW	integration-tests/gatsby-cli/__tests__/develop.js	41	logs.should.contain(`success write out requires`)	COMMENT
LOW	integration-tests/functions/test-helpers.js	261	body: form,	COMMENT
LOW	integration-tests/functions/test-helpers.js	981	// } catch (e) {	COMMENT
LOW	integration-tests/functions/test-helpers.js	1001	// expect(result).toMatchSnapshot()	COMMENT
LOW	…sts/gatsby-source-wordpress/test-fns/plugin-options.js	81	})	COMMENT
LOW	…sts/gatsby-source-wordpress/test-fns/plugin-options.js	101	// }	COMMENT
LOW	…sts/gatsby-source-wordpress/test-fns/plugin-options.js	121	// url: `http://localhost:8000/___graphql`,	COMMENT
LOW	integration-tests/structured-logging/__tests__/to-do.js	161	.filter(event => event.action.type === `ACTIVITY_START`)	COMMENT
LOW	…w-to/custom-configuration/add-custom-webpack-config.md	101	...config.module.rules.filter(	COMMENT
LOW	…uction-runtime/cypress/integration/compilation-hash.js	41	// Service worker is handling requests so this one is cached by previous runs	COMMENT
LOW	…sts/production-runtime/plugins/gatsby-ssr-tsx/index.js	1	// noop	COMMENT
LOW	examples/build-all-examples.sh	1	#!/usr/bin/env bash	COMMENT
LOW	examples/gatsbygram/cypress/plugins/index.js	1	// ***********************************************************	COMMENT
LOW	examples/gatsbygram/cypress/support/index.js	1	// ***********************************************************	COMMENT
LOW	examples/using-redirects/gatsby-node.js	1	"use strict"	COMMENT
LOW	examples/using-redirects/gatsby-node.js	21	createRedirect({	COMMENT
LOW	…amples/using-remark-copy-linked-files/gatsby-config.js	21	wrapperStyle: `margin-bottom: 1.0725rem`,	COMMENT
LOW	examples/using-reach-skip-nav/cypress/plugins/index.js	1	/// <reference types="cypress" />	COMMENT
LOW	examples/using-reach-skip-nav/cypress/support/index.js	1	// ***********************************************************	COMMENT
LOW	…mples/using-reach-skip-nav/cypress/support/commands.js	1	// ***********************************************	COMMENT
LOW	…mples/using-reach-skip-nav/cypress/support/commands.js	21	// Cypress.Commands.add("dismiss", { prevSubject: 'optional'}, (subject, options) => { ... })	COMMENT
LOW	examples/using-graphql-typegen/tsconfig.json	21	// "jsxImportSource": "", /* Specify module specifier used to import the JSX factory func	COMMENT
LOW	examples/using-graphql-typegen/tsconfig.json	41	// "checkJs": true, /* Enable error reporting in type-checked JavaScript files. */	COMMENT
LOW	examples/using-graphql-typegen/tsconfig.json	61	// "newLine": "crlf", /* Set the newline character for emitting files. */	COMMENT
LOW	examples/using-graphql-typegen/tsconfig.json	81	// "strictBindCallApply": true, /* Check that the arguments for `bind`, `call`, and `apply` met	COMMENT
LOW	examples/hn/gatsby-node.js	1	const _ = require(`lodash`)	COMMENT
LOW	scripts/add-packages-to-team/index.js	21	packages.forEach(pkg => {	COMMENT
LOW	packages/gatsby-remark-code-repls/README.md	141		COMMENT
LOW	packages/gatsby-plugin-utils/src/joi.ts	1	import joi from "joi"	COMMENT
LOW	packages/gatsby-plugin-utils/src/joi.ts	21	// },	COMMENT
LOW	packages/gatsby-legacy-polyfills/src/exclude.js	1	const {	COMMENT
LOW	packages/gatsby-plugin-google-tagmanager/README.md	21	// Defaults to false meaning GTM will only be loaded in production.	COMMENT
LOW	packages/gatsby/cache-dir/api-runner-ssr.js	1	/* global plugins */	COMMENT
LOW	packages/gatsby/cache-dir/api-runner-browser-plugins.js	1	// During bootstrap, we write requires at top of this file which looks	COMMENT
LOW	…y/cache-dir/fast-refresh-overlay/helpers/focus-trap.js	3101	// elements with tabIndex "0" (including tabbableElements without tabIndex) should be navigated in the order they appe	COMMENT
LOW	packages/gatsby/src/utils/webpack.config.js	841	return	COMMENT
LOW	packages/gatsby/src/utils/find-page-by-path.ts	1	import { IGatsbyPage, IGatsbyState } from "../redux/types"	COMMENT
LOW	…sby/src/utils/webpack/plugins/cache-folder-resolver.ts	41	this.isEnabled = true	COMMENT
LOW	packages/gatsby/src/utils/page-ssr-module/lambda.ts	121	// skip deprecated access-mode constants (F_OK, R_OK, W_OK, X_OK, etc.),	COMMENT
LOW	packages/gatsby/src/schema/schema.js	801	const typeHasFields =	COMMENT
LOW	…atsby/src/schema/graphql-engine/lmdb-bundling-patch.ts	1	/* eslint-disable @babel/no-invalid-this */	COMMENT
LOW	…ages/gatsby/src/schema/graphql-engine/shims/ts-node.js	1	export function register() {	COMMENT
LOW	packages/gatsby/src/schema/__tests__/run-query.js	1941	// This suite asserts the order of a field that is a number vs a field that	COMMENT
LOW	packages/gatsby/src/schema/__tests__/run-query.js	2121	})	COMMENT
LOW	packages/gatsby/src/schema/__tests__/run-query.js	2301	expect(result[1].id).toEqual(`2`)	COMMENT
LOW	packages/gatsby/src/schema/__tests__/node-model.js	1361	// make sure materialization wasn't batched (test setup is correct)	COMMENT
LOW	packages/gatsby/src/schema/infer/inference-metadata.ts	21	// string: { total: 1, example: 'conflict' },	COMMENT
LOW	…/gatsby/src/datastore/lmdb/query/filter-using-index.ts	421	return []	COMMENT
LOW	…/gatsby/src/datastore/lmdb/query/filter-using-index.ts	441	// rangeStarts: [	COMMENT
LOW	packages/gatsby/src/datastore/common/query.ts	201	}	COMMENT
LOW	packages/gatsby/src/datastore/common/query.ts	221	// $regex: newMiniMatch(v)	COMMENT
LOW	packages/gatsby/src/datastore/in-memory/indexing.ts	141	// In this map `undefined` values represent nodes that did not have the path	COMMENT
LOW	packages/gatsby/src/datastore/in-memory/indexing.ts	181	postIndexingMetaSetupNeNin(filterCache)	COMMENT
LOW	packages/gatsby/src/datastore/in-memory/indexing.ts	221		COMMENT
LOW	packages/gatsby/src/services/initialize.ts	361	We've detected that the Gatsby cache is incomplete (the .cache directory exists	COMMENT
21 more matches not shown…

Structural Annotation Overuse29 hits · 46 pts

Severity	File	Line	Snippet	Context
LOW	…ting/docs-contributions/how-to-write-a-how-to-guide.md	78	### Step 1: Do the first thing.	COMMENT
LOW	…ting/docs-contributions/how-to-write-a-how-to-guide.md	83	### Step 2: Do some other thing.	COMMENT
LOW	docs/docs/sourcing-from-contentstack.md	17	### Step 1: Clone the starter repo and install dependencies	COMMENT
LOW	docs/docs/sourcing-from-contentstack.md	25	### Step 2: Create env file(s) with stack configuration	COMMENT
LOW	docs/docs/sourcing-from-contentstack.md	39	### Step 3: Create and publish content	COMMENT
LOW	docs/docs/sourcing-from-contentstack.md	48	### Step 4: Run Gatsby	COMMENT
LOW	docs/docs/sourcing-from-contentstack.md	67	### Step 5: Create a page in Gatsby	COMMENT
LOW	docs/docs/sourcing-from-agilitycms.md	25	### Step 1: Create a free Agility account	COMMENT
LOW	docs/docs/sourcing-from-agilitycms.md	33	### Step 2: Get the code	COMMENT
LOW	docs/docs/sourcing-from-agilitycms.md	53	### Step 3: Authenticate your Gatsby site with Agility	COMMENT
LOW	docs/docs/sourcing-from-agilitycms.md	74	### Step 4: Running the site locally	COMMENT
LOW	…ow-to/rendering-options/using-server-side-rendering.md	28	### Step 1: Adding `getServerData` function	COMMENT
LOW	…ow-to/rendering-options/using-server-side-rendering.md	46	### Step 2: Requesting data inside `getServerData` & displaying it	COMMENT
LOW	…/docs/how-to/performance/improving-site-performance.md	13	### Step 1: Choose a testing tool	COMMENT
LOW	…/docs/how-to/performance/improving-site-performance.md	21	### Step 2: Set up performance monitoring	COMMENT
LOW	…/docs/how-to/performance/improving-site-performance.md	35	### Step 3: Quantify the impact of each change you make	COMMENT
LOW	…/docs/how-to/performance/improving-site-performance.md	64	#### Step 1: Remove unneeded and high-cost, low-value scripts	COMMENT
LOW	…/docs/how-to/performance/improving-site-performance.md	70	#### Step 2: Use the Gatsby Script component to load scripts performantly	COMMENT
LOW	…/docs/how-to/performance/improving-site-performance.md	100	#### Step 1: Profile your bundle	COMMENT
LOW	…/docs/how-to/performance/improving-site-performance.md	112	#### Step 2: Remove unneeded third-party imports from application-level chunks	COMMENT
LOW	…/docs/how-to/performance/improving-site-performance.md	124	#### Step 3: Audit your application-level chunks for components and data that don't need to be on every page	COMMENT
LOW⚡	…/docs/how-to/performance/improving-site-performance.md	140	#### Step 4: On critical paths, identify unneeded code & components	COMMENT
LOW⚡	…/docs/how-to/performance/improving-site-performance.md	146	#### Step 5: On critical paths, lazy-load below-the-fold components	COMMENT
LOW⚡	…/docs/how-to/performance/improving-site-performance.md	154	#### Step 6: Consider using the Preact plugin	COMMENT
LOW	…/docs/how-to/performance/improving-site-performance.md	167	#### Step 1: Check for globally bundled CSS	COMMENT
LOW	…/docs/how-to/performance/improving-site-performance.md	179	#### Step 2: If you're using a CSS-in-JS library, use the Gatsby plugin	COMMENT
LOW	…/docs/how-to/performance/improving-site-performance.md	185	#### Step 3: Optimize fonts	COMMENT
LOW	…w-to/plugins-and-themes/using-a-plugin-in-your-site.md	29	### Step 1: Install the plugin	COMMENT
LOW	…w-to/plugins-and-themes/using-a-plugin-in-your-site.md	39	### Step 2: Configure the plugin in your `gatsby-config.js` file	COMMENT

AI Slop Vocabulary14 hits · 34 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/gatsby-plugin-page-creator/src/validate-path-query.ts	20	// Paths must not utilize src/pages	COMMENT
MEDIUM	packages/gatsby/src/datastore/lmdb/lmdb-datastore.ts	163	// Additionally fetching items by id to leverage lmdb-store cache	COMMENT
MEDIUM	…kages/gatsby/src/datastore/lmdb/query/suggest-index.ts	60	// Still append other filter fields to the tail of the index to leverage additional filtering	COMMENT
MEDIUM	…c/datastore/lmdb/query/__tests__/filter-using-index.ts	159	// Essentially no-op	COMMENT
MEDIUM	…ckages/gatsby/src/redux/reducers/inference-metadata.ts	1	// Tracking structure of nodes to utilize this metadata for schema inference	COMMENT
MEDIUM	…ckages/gatsby/src/redux/reducers/inference-metadata.ts	93	// in action payload and utilize original `node.fields` in deleteNode call above	COMMENT
MEDIUM	packages/gatsby-source-lever/src/data.json	71	"descriptionPlain": "THE CHALLENGE\nLever solves the #1 challenge for every company: hiring top talent. Recruiting i	CODE
MEDIUM	packages/gatsby-source-lever/src/data.json	72	"description": "<div>THE CHALLENGE</div><div>Lever solves the #1 challenge for every company: hiring top talent. Rec	CODE
MEDIUM	packages/gatsby-source-lever/src/data.json	399	"descriptionPlain": "LEARN MORE ABOUT YOUR IMPACT AT LEVER\n\nLever is looking for a seasoned Mid-Market Sales Direc	CODE
MEDIUM	packages/gatsby-source-lever/src/data.json	400	"description": "<div><a href=\"http://www.leverhq.com/your-impact-mmsd\" class=\"postings-link\"><span style=\"font-	CODE
MEDIUM	packages/gatsby-source-lever/src/__tests__/data.json	71	"descriptionPlain": "THE CHALLENGE\nLever solves the #1 challenge for every company: hiring top talent. Recruiting i	CODE
MEDIUM	packages/gatsby-source-lever/src/__tests__/data.json	72	"description": "<div>THE CHALLENGE</div><div>Lever solves the #1 challenge for every company: hiring top talent. Rec	CODE
MEDIUM	packages/gatsby-source-lever/src/__tests__/data.json	399	"descriptionPlain": "LEARN MORE ABOUT YOUR IMPACT AT LEVER\n\nLever is looking for a seasoned Mid-Market Sales Direc	CODE
MEDIUM	packages/gatsby-source-lever/src/__tests__/data.json	400	"description": "<div><a href=\"http://www.leverhq.com/your-impact-mmsd\" class=\"postings-link\"><span style=\"font-	CODE

Magic Placeholder Names2 hits · 10 pts

Severity	File	Line	Snippet	Context
HIGH	docs/docs/adding-a-shopping-cart-with-snipcart.md	147	apiKey: 'your-api-key',	CODE
HIGH	packages/gatsby-source-drupal/README.md	289	"api-key": "your-api-key-header-here", // any valid key value pair here	CODE

Verbosity Indicators6 hits · 9 pts

Severity	File	Line	Snippet	Context
LOW	integration-tests/structured-logging/__tests__/to-do.js	254	// We need to check if Cloud depends on the emission of certain	COMMENT
LOW	integration-tests/structured-logging/__tests__/to-do.js	527	// We need to check if Cloud depends on the emission of certain	COMMENT
LOW	peril/rules/merge-on-green.ts	15	// we need to check if "bot: merge on green" label is applied and PR is mergeable (checks are green and have approval)	COMMENT
LOW	…ages/gatsby/src/utils/babel/babel-plugin-remove-api.ts	45	// Functions can reference themselves, so we need to check if there's a	COMMENT
LOW	…ges/gatsby/src/schema/graphql-engine/bundle-webpack.ts	240	// if current platform and target is the same as functions target, we need to check if vendored libvips	COMMENT
LOW	…tsby-dev-cli/src/local-npm-registry/publish-package.js	34	// we need to check if package depend on any other package to will be published and	COMMENT

Slop Phrases4 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…ource-contentful/src/__fixtures__/starter-blog-data.js	398	"en-US": `## The case for the static site generator\n\nMore and more developers are jumping on the "go sta	CODE
LOW	deprecated-packages/gatsby-image/src/index.js	761	// If you modify these propTypes, please don't forget to update following files as well:	COMMENT
LOW	…ated-packages/gatsby-image/src/withIEPolyfill/index.js	50	// If you modify these propTypes, please don't forget to update following files as well:	COMMENT
LOW	deprecated-packages/gatsby-theme/gatsby-theme-new.js	52	Don't forget to	CODE

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

Severity	File	Line	Snippet	Context
HIGH	…silience/utils/jest-serializer-omit-undefined/index.js	11	print(value, serialize) {	CODE

AI Response Leakage1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	docs/docs/sourcing-from-ghost.md	54	Once the source plugin is set up, you can use the [`createPages` API](/docs/reference/config-files/gatsby-node/#createPa	CODE

Synthetic Comment Markers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	docs/docs/glossary/webpack.md	24	You can also use webpack to optimize how CSS and JavaScript are delivered to the browser. webpack supports a feature kno	CODE

Overly Generic Function Names2 hits · 2 pts

Severity	File	Line	Snippet	Context
LOW	packages/gatsby/cache-dir/page-ssr/index.d.ts	54	export function getData(args: {	CODE
LOW	packages/gatsby/src/utils/page-ssr-module/entry.ts	114	export async function getData(arg: IGetDataArgs): Promise<ISSRData> {	CODE

Example Usage Blocks1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	packages/gatsby/src/schema/infer/inference-metadata.ts	8	### Usage example:	COMMENT

TODO Padding1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	packages/gatsby-cli/src/reporter/__tests__/errors.ts	5	// TODO: Add tests for sourcemap mapping in prepareStackTrace[]	COMMENT

gatsbyjs/gatsby

Open-Source Code Quality, Security and Technical Debt Review