1.5

Adjusted Signal

1.5

Raw Pattern Score

100%

Time Factor

2026-10-30

Last Push

63.6K

Stars

TypeScript

Language

345.9K

Lines of Code

2.5K

Files

445

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 6.4/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 390 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.0/100 · LOW

Are imports declared and package/API names verified? 51 finding(s).

Agent Over-Engineering Ratio 4.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 287 finding(s).

PR Review Velocity Impact 6.6/100 · LOW

Which changes need focused human review? 445 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 13LOW 432

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 445 distinct pattern matches across 11 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 Identifiers283 hits · 285 pts

Severity	File	Line	Snippet	Context
LOW	.agents/evals/load-evals.ts	144	function readOptionalFrontmatterField(frontmatter: string, field: string): string \| undefined {	CODE
LOW	scripts/cmd/build.js	282	async function getInternalPackageVersion(path) {	CODE
LOW	scripts/cmd/build.js	286	async function getWorkspacePackageVersion(packageName) {	CODE
LOW	packages/internal-helpers/src/path.ts	20	export function collapseDuplicateLeadingSlashes(path: string) {	CODE
LOW⚡	packages/internal-helpers/src/path.ts	38	export function collapseDuplicateTrailingSlashes(path: string, trailingSlash: boolean) {	CODE
LOW⚡	packages/internal-helpers/src/path.ts	45	export function removeTrailingForwardSlash(path: string) {	CODE
LOW⚡	packages/internal-helpers/src/path.ts	49	export function removeLeadingForwardSlash(path: string) {	CODE
LOW⚡	packages/internal-helpers/src/path.ts	53	export function removeLeadingForwardSlashWindows(path: string) {	CODE
LOW	packages/internal-helpers/src/shiki.ts	94	export function clearShikiHighlighterCache(): void {	CODE
LOW	packages/internal-helpers/src/shiki.ts	162	async function createShikiHighlighterInternal({	CODE
LOW	packages/internal-helpers/src/mdx.ts	22	export function createDefaultAstroMetadata(): AstroMetadata {	CODE
LOW	packages/upgrade/src/actions/verify.ts	203	function extractChangelogURLFromRepository(	CODE
LOW	packages/markdown/remark/CHANGELOG.md	1096	export function remarkInjectSocialImagePlugin() {	CODE
LOW	packages/markdown/remark/CHANGELOG.md	1272	export function remarkInjectSocialImagePlugin() {	CODE
LOW	packages/markdown/remark/src/rehype-collect-headings.ts	86	function getMdxFrontmatterVariablePath(node: MdxTextExpression): string[] \| Error {	CODE
LOW	packages/markdown/remark/src/rehype-collect-headings.ts	118	function getMdxFrontmatterVariableValue(frontmatter: Record<string, any>, path: string[]) {	CODE
LOW	…es/markdown/remark/src/mdx/create-processor-browser.ts	10	export function createUnifiedMdxProcessor(	CODE
LOW	…down/remark/src/mdx/rehype-apply-frontmatter-export.ts	19	export function rehypeApplyFrontmatterExport() {	CODE
LOW	…rkdown/remark/src/mdx/rehype-inject-headings-export.ts	4	export function rehypeInjectHeadingsExport() {	CODE
LOW	packages/markdown/remark/src/mdx/create-processor.ts	58	export function createUnifiedMdxProcessor(	CODE
LOW	…/markdown/remark/src/mdx/rehype-images-to-component.ts	50	function getImageComponentAttributes(props: Properties): MdxJsxAttribute[] {	CODE
LOW	…ages/markdown/remark/src/mdx/rehype-optimize-static.ts	253	function getExportConstComponentObjectKeys(node: RootContentMap['mdxjsEsm']) {	CODE
LOW	…ages/markdown/remark/src/mdx/rehype-optimize-static.ts	296	function simplifyPlainMdxComponentNode(node: Node, ignoreElementNames: Set<string>) {	CODE
LOW	packages/markdown/satteri/src/satteri-processor.ts	50	export function createCollectImagesPlugin(	CODE
LOW	packages/markdown/satteri/src/satteri-processor.ts	73	function resolveFrontmatterExpression(	CODE
LOW	packages/markdown/satteri/src/satteri-processor.ts	283	export async function createSatteriMarkdownProcessor(	CODE
LOW	…ckages/markdown/satteri/src/mdx/hast-astro-metadata.ts	161	export function createAstroMetadataPlugin(filePath: string): HastPluginDefinition {	CODE
LOW	packages/markdown/satteri/src/mdx/create-processor.ts	51	export function createSatteriMdxProcessor(	CODE
LOW	…s/markdown/satteri/src/mdx/hast-images-to-component.ts	15	export function createImageToComponentPlugin(	CODE
LOW	packages/language-tools/ts-plugin/src/astro-types.ts	10	export function findAstroPackageDirectory(	CODE
LOW	packages/language-tools/ts-plugin/src/astro-types.ts	22	function findAstroPackageDirectoryFrom(	CODE
LOW	packages/language-tools/ts-plugin/src/frontmatter.ts	36	export function getFrontmatterLanguagePlugin(	CODE
LOW	…uage-tools/language-server/src/languageServerPlugin.ts	36	export function getLanguageServicePlugins(	CODE
LOW	packages/language-tools/language-server/src/utils.ts	5	export function getLanguageServerTypesDir(ts: typeof import('typescript')) {	CODE
LOW	…ges/language-tools/language-server/src/core/parseJS.ts	44	function moduleScriptToVirtualCode(script: ExtractedScript, index: number): VirtualCode {	CODE
LOW	…s/language-tools/language-server/src/core/parseHTML.ts	73	function shouldBlankStartOrEndTagLike(offset: number) {	CODE
LOW	…e-tools/language-server/src/core/frontmatterHolders.ts	41	export function getFrontmatterLanguagePlugin(	CODE
LOW	…es/language-tools/language-server/src/core/parseCSS.ts	18	function mergeCSSContextsByLanguage(inlineStyles: ExtractedStyle[]): VirtualCode[] {	CODE
LOW	…es/language-tools/language-server/src/core/parseCSS.ts	56	function createVirtualCodeForLanguage(code: Segment<CodeInformation>[], lang: string): VirtualCode {	CODE
LOW	…es/language-tools/language-server/src/plugins/astro.ts	62	function compilerMessageToDiagnostic(diagnostic: AstroDiagnostic): Diagnostic {	CODE
LOW	…es/language-tools/language-server/src/plugins/utils.ts	55	export function ensureProperEditForFrontmatter(	CODE
LOW	…es/language-tools/language-server/src/plugins/utils.ts	82	export function ensureRangeIsInFrontmatter(	CODE
LOW	…es/language-tools/language-server/src/plugins/utils.ts	149	export function editShouldBeInFrontmatter(	CODE
LOW	…/language-server/src/plugins/typescript/codeActions.ts	7	export function enhancedProvideCodeActions(	CODE
LOW	…/language-server/src/plugins/typescript/codeActions.ts	14	export function enhancedResolveCodeAction(codeAction: CodeAction, context: LanguageServiceContext) {	CODE
LOW	…-tools/language-server/src/plugins/typescript/utils.ts	20	export function stripAstroComponentSuffix(name: string) {	CODE
LOW	…-tools/language-server/src/plugins/typescript/utils.ts	28	export function rewriteComponentImportText(text: string) {	CODE
LOW	…-tools/language-server/src/plugins/typescript/utils.ts	43	function rewriteComponentNamedImport(line: string) {	CODE
LOW	…-tools/language-server/src/plugins/typescript/utils.ts	52	export function getAlreadyImportedComponentSources(	CODE
LOW	…/language-server/src/plugins/typescript/completions.ts	17	export function enhancedProvideCompletionItems(	CODE
LOW	…/language-server/src/plugins/typescript/completions.ts	72	export function enhancedResolveCompletionItem(	CODE
LOW	…/language-server/src/plugins/typescript/completions.ts	103	function rewriteAstroComponentCompletion(completion: CompletionItem) {	CODE
LOW	…/language-server/src/plugins/typescript/completions.ts	124	function getDetailForFileCompletion(detail: string, source: string): string {	CODE
LOW	…/language-server/src/plugins/typescript/diagnostics.ts	16	export function enhancedProvideSemanticDiagnostics(	CODE
LOW	…/language-server/src/plugins/typescript/diagnostics.ts	118	function isNoJsxCannotHaveMultipleAttrsError(diagnostic: Diagnostic) {	CODE
LOW	…/language-server/src/plugins/typescript/diagnostics.ts	127	function isNoCantReturnOutsideFunction(diagnostic: Diagnostic) {	CODE
LOW	packages/underscore-redirects/src/astro.ts	62	export function createRedirectsFromAstroRoutes({	CODE
LOW	packages/underscore-redirects/src/astro.ts	208	export function createHostedRouteDefinition(	CODE
LOW	packages/create-astro/src/actions/template.ts	16	export function removeTemplateMarkerSections(content: string): string {	CODE
LOW	packages/integrations/mdx/CHANGELOG.md	1635	export function remarkInjectSocialImagePlugin() {	CODE
223 more matches not shown…

Structural Annotation Overuse58 hits · 102 pts

Severity	File	Line	Snippet	Context
LOW⚡	.agents/skills/analyze-github-action-logs/SKILL.md	19	## Step 1: List Recent Runs	COMMENT
LOW⚡	.agents/skills/analyze-github-action-logs/SKILL.md	29	## Step 2: Fetch Logs	COMMENT
LOW⚡	.agents/skills/analyze-github-action-logs/SKILL.md	37	## Step 3: Identify Step/Skill Boundaries	COMMENT
LOW	.agents/skills/analyze-github-action-logs/SKILL.md	57	## Step 4: Analyze Each Step (Use Subagents)	COMMENT
LOW	.agents/skills/analyze-github-action-logs/SKILL.md	81	## Step 5: Consolidate Report	COMMENT
LOW	.agents/skills/merge/resolve-conflicts.md	17	### Step 1: Find all conflicted files	COMMENT
LOW	.agents/skills/merge/resolve-conflicts.md	24	### Step 2: Resolve conflicts by file type	COMMENT
LOW⚡	.agents/skills/merge/resolve-conflicts.md	54	### Step 3: Stage resolved files	COMMENT
LOW⚡	.agents/skills/merge/resolve-conflicts.md	62	### Step 4: Verify no conflict markers remain	COMMENT
LOW⚡	.agents/skills/merge/resolve-conflicts.md	70	### Step 5: Do NOT commit or install	COMMENT
LOW	.agents/skills/merge/fix-ci.md	31	### Step 1: Build all packages	COMMENT
LOW	.agents/skills/merge/fix-ci.md	63	### Step 2: Analyze CI failure logs	COMMENT
LOW	.agents/skills/merge/fix-ci.md	73	### Step 3: Analyze test failures	COMMENT
LOW	.agents/skills/merge/fix-ci.md	91	### Step 4: Fix the failures	COMMENT
LOW	.agents/skills/merge/fix-ci.md	113	### Step 5: Verify fixes locally (targeted only)	COMMENT
LOW	.agents/skills/merge/fix-ci.md	123	### Step 6: Rebuild if source files were modified	COMMENT
LOW	.agents/skills/triage/fix.md	32	## Step 1: Review the Diagnosis	COMMENT
LOW	.agents/skills/triage/fix.md	56	## Step 2: Verify Fix Feasibility	COMMENT
LOW	.agents/skills/triage/fix.md	63	## Step 3: Implement the Fix	COMMENT
LOW⚡	.agents/skills/triage/fix.md	100	## Step 4: Rebuild the Package	COMMENT
LOW⚡	.agents/skills/triage/fix.md	110	## Step 5: Verify the Fix	COMMENT
LOW⚡	.agents/skills/triage/fix.md	114	## Step 6: Write a Unit Test	COMMENT
LOW⚡	.agents/skills/triage/fix.md	128	## Step 7: Check for Regressions	COMMENT
LOW⚡	.agents/skills/triage/fix.md	132	## Step 8: Generate Git Diff	COMMENT
LOW⚡	.agents/skills/triage/fix.md	142	## Step 9: Create a Changeset	COMMENT
LOW	.agents/skills/triage/fix.md	161	## Step 10: Write Output	COMMENT
LOW	.agents/skills/triage/fix.md	178	## Step 11: Clean Up the Working Directory	COMMENT
LOW	.agents/skills/triage/diagnose.md	26	## Step 1: Review the Reproduction	COMMENT
LOW	.agents/skills/triage/diagnose.md	38	## Step 2: Locate Relevant Source Files	COMMENT
LOW	.agents/skills/triage/diagnose.md	42	## Step 3: Investigate with Instrumentation	COMMENT
LOW	.agents/skills/triage/diagnose.md	68	## Step 4: Identify Root Cause	COMMENT
LOW	.agents/skills/triage/diagnose.md	86	## Step 5: Write Output	COMMENT
LOW	.agents/skills/triage/verify.md	27	## Step 1: Identify the Claim	COMMENT
LOW	.agents/skills/triage/verify.md	36	## Step 2: Research Intended Behavior	COMMENT
LOW	.agents/skills/triage/verify.md	95	## Step 3: Assess the Verdict	COMMENT
LOW	.agents/skills/triage/verify.md	132	## Step 4: Assign Confidence	COMMENT
LOW	.agents/skills/triage/verify.md	140	## Step 5: Write Output	COMMENT
LOW	.agents/skills/triage/reproduce.md	24	## Step 1: Confirm Bug Details	COMMENT
LOW	.agents/skills/triage/reproduce.md	35	## Step 2: Check for Early Exit Conditions	COMMENT
LOW	.agents/skills/triage/reproduce.md	74	## Step 3: Set Up Reproduction Project	COMMENT
LOW	.agents/skills/triage/reproduce.md	139	## Step 4: Attempt Reproduction in the Triage Project	COMMENT
LOW	.agents/skills/triage/reproduce.md	157	## Step 5: Write Output	COMMENT
LOW⚡	.agents/skills/triage/SKILL.md	23	## Step 1: Reproduce	COMMENT
LOW⚡	.agents/skills/triage/SKILL.md	33	## Step 2: Diagnose	COMMENT
LOW⚡	.agents/skills/triage/SKILL.md	42	## Step 3: Verify	COMMENT
LOW⚡	.agents/skills/triage/SKILL.md	51	## Step 4: Fix	COMMENT
LOW⚡	…ckages/astro/test/units/i18n/manual-middleware.test.ts	203	// Step 1: Check allowlist	COMMENT
LOW⚡	…ckages/astro/test/units/i18n/manual-middleware.test.ts	208	// Step 2: Check if has locale	COMMENT
LOW⚡	…ckages/astro/test/units/i18n/manual-middleware.test.ts	213	// Step 3: Check if root or special path	COMMENT
LOW⚡	…ckages/astro/test/units/i18n/manual-middleware.test.ts	218	// Step 4: Return 404	COMMENT
LOW	packages/astro/src/core/i18n/handler.ts	122	// Step 1: Apply routing strategy	COMMENT
LOW	packages/astro/src/core/i18n/handler.ts	165	// Step 2: Apply fallback logic (if configured)	COMMENT
LOW	reference/optimize-deps.md	87	### Step 1: Confirm it's an optimizer issue	COMMENT
LOW	reference/optimize-deps.md	99	### Step 2: Check if entries are set	COMMENT
LOW	reference/optimize-deps.md	112	### Step 3: Check if the dep is being discovered	COMMENT
LOW	reference/optimize-deps.md	128	### Step 4: Check if `.astro` entries are being scanned	COMMENT
LOW	reference/optimize-deps.md	140	### Step 5: Check vitefu exclusions	COMMENT
LOW	reference/optimize-deps.md	151	### Step 6: Check `computeEntries`	COMMENT

Fake / Example Data51 hits · 68 pts

Severity	File	Line	Snippet	Context
LOW⚡	pnpm-lock.yaml	4987	fake-data-pkg:	CODE
LOW⚡	pnpm-lock.yaml	4988	specifier: file:./packages/fake-data-pkg/fake-data-pkg-1.0.0.tgz	CODE
LOW⚡	pnpm-lock.yaml	4989	version: file:packages/integrations/cloudflare/test/fixtures/user-optimize-deps/packages/fake-data-pkg/fake-data	CODE
LOW⚡	pnpm-lock.yaml	4991	packages/integrations/cloudflare/test/fixtures/user-optimize-deps/packages/fake-data-pkg: {}	CODE
LOW	pnpm-lock.yaml	12788	fake-data-pkg@file:packages/integrations/cloudflare/test/fixtures/user-optimize-deps/packages/fake-data-pkg/fake-data-	CODE
LOW	pnpm-lock.yaml	12789	resolution: {integrity: sha512-AEKyXNW8ceoMAeFfZG7W2S9jYltKlr+tjfutFU8D4it+ZSOukOej/7Qrj+ANEJRVp8iOEiDe7Bk+Ca5xb76Bi	CODE
LOW	pnpm-lock.yaml	22721	fake-data-pkg@file:packages/integrations/cloudflare/test/fixtures/user-optimize-deps/packages/fake-data-pkg/fake-data-	CODE
LOW	pnpm-workspace.yaml	45	# 'fake-data-pkg' is a local package used for testing	COMMENT
LOW	pnpm-workspace.yaml	46	- 'fake-data-pkg@1.0.0'	CODE
LOW	pnpm-workspace.yaml	88	# 'fake-data-pkg' is a local package used for testing	COMMENT
LOW	pnpm-workspace.yaml	89	- 'fake-data-pkg@1.0.0'	CODE
LOW	benchmark/make-project/_util.js	2	"Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standar	CODE
LOW⚡	examples/blog/src/content/blog/first-post.md	3	description: 'Lorem ipsum dolor sit amet'	CODE
LOW⚡	examples/blog/src/content/blog/first-post.md	3	description: 'Lorem ipsum dolor sit amet'	CODE
LOW⚡	examples/blog/src/content/blog/first-post.md	8	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliq	CODE
LOW⚡	examples/blog/src/content/blog/first-post.md	8	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliq	CODE
LOW⚡	examples/blog/src/content/blog/second-post.md	3	description: 'Lorem ipsum dolor sit amet'	CODE
LOW⚡	examples/blog/src/content/blog/second-post.md	3	description: 'Lorem ipsum dolor sit amet'	CODE
LOW⚡	examples/blog/src/content/blog/second-post.md	8	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliq	CODE
LOW⚡	examples/blog/src/content/blog/second-post.md	8	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliq	CODE
LOW⚡	examples/blog/src/content/blog/third-post.md	3	description: 'Lorem ipsum dolor sit amet'	CODE
LOW⚡	examples/blog/src/content/blog/third-post.md	3	description: 'Lorem ipsum dolor sit amet'	CODE
LOW⚡	examples/blog/src/content/blog/third-post.md	8	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliq	CODE
LOW⚡	examples/blog/src/content/blog/third-post.md	8	Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliq	CODE
LOW	…es/portfolio/src/content/work/markdown-mystery-tour.md	18	Lorem ipsum dolor sit amet, <a href="https://astro.build/">Astro</a> makes people happy. Sed do eiusmod tempor incididun	CODE
LOW	…es/portfolio/src/content/work/markdown-mystery-tour.md	18	Lorem ipsum dolor sit amet, <a href="https://astro.build/">Astro</a> makes people happy. Sed do eiusmod tempor incididun	CODE
LOW⚡	examples/portfolio/src/content/work/bloom-box.md	15	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur posuere commodo venenatis. Pellentesque habitant morb	CODE
LOW⚡	examples/portfolio/src/content/work/bloom-box.md	15	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur posuere commodo venenatis. Pellentesque habitant morb	CODE
LOW⚡	examples/portfolio/src/content/work/bloom-box.md	21	Mauris sed eros in ex maximus volutpat. Suspendisse potenti. Donec lacinia justo consectetur sagittis tempor. Proin ulla	CODE
LOW⚡	examples/portfolio/src/content/work/bloom-box.md	21	Mauris sed eros in ex maximus volutpat. Suspendisse potenti. Donec lacinia justo consectetur sagittis tempor. Proin ulla	CODE
LOW⚡	examples/portfolio/src/content/work/h20.md	14	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur posuere commodo venenatis. Pellentesque habitant morb	CODE
LOW⚡	examples/portfolio/src/content/work/h20.md	14	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur posuere commodo venenatis. Pellentesque habitant morb	CODE
LOW⚡	examples/portfolio/src/content/work/h20.md	20	Mauris sed eros in ex maximus volutpat. Suspendisse potenti. Donec lacinia justo consectetur sagittis tempor. Proin ulla	CODE
LOW⚡	examples/portfolio/src/content/work/h20.md	20	Mauris sed eros in ex maximus volutpat. Suspendisse potenti. Donec lacinia justo consectetur sagittis tempor. Proin ulla	CODE
LOW⚡	…ples/portfolio/src/content/work/nested/duvet-genius.md	14	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur posuere commodo venenatis. Pellentesque habitant morb	CODE
LOW⚡	…ples/portfolio/src/content/work/nested/duvet-genius.md	14	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur posuere commodo venenatis. Pellentesque habitant morb	CODE
LOW⚡	…ples/portfolio/src/content/work/nested/duvet-genius.md	20	Mauris sed eros in ex maximus volutpat. Suspendisse potenti. Donec lacinia justo consectetur sagittis tempor. Proin ulla	CODE
LOW⚡	…ples/portfolio/src/content/work/nested/duvet-genius.md	20	Mauris sed eros in ex maximus volutpat. Suspendisse potenti. Donec lacinia justo consectetur sagittis tempor. Proin ulla	CODE
LOW	…astro/test/units/content-layer/data-transforms.test.ts	536	data: { id: 'john-doe', name: 'John Doe' },	CODE
LOW	…astro/test/units/content-layer/data-transforms.test.ts	603	data: { id: 'john-doe', name: 'John Doe' },	CODE
LOW	…es/astro/test/units/content-layer/live-loaders.test.ts	349	author: 'John Doe',	CODE
LOW	…s/astro/test/units/actions/form-data-to-object.test.ts	432	formData.set('contact.phone', '555-1234');	CODE
LOW	…s/astro/test/units/actions/form-data-to-object.test.ts	444	assert.deepEqual(res.contact, { type: 'phone', phone: '555-1234' });	CODE
LOW	packages/astro/performance/scripts/templates/simple.md	7	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur interdum quam vitae est dapibus auctor. Class aptent	CODE
LOW	packages/astro/performance/scripts/templates/simple.md	7	Lorem ipsum dolor sit amet, consectetur adipiscing elit. Curabitur interdum quam vitae est dapibus auctor. Class aptent	CODE
LOW⚡	packages/astro/performance/scripts/templates/simple.md	19	Fusce bibendum odio tellus, ac consequat magna fringilla nec. Donec sed purus at magna pulvinar iaculis ac at nulla. Cra	CODE
LOW⚡	packages/astro/performance/scripts/templates/simple.md	27	Nullam eu nibh ipsum. Curabitur aliquet varius ante, a pretium mauris dictum in. Integer nibh arcu, tristique ac sagitti	CODE
LOW⚡	packages/astro/performance/scripts/templates/simple.md	27	Nullam eu nibh ipsum. Curabitur aliquet varius ante, a pretium mauris dictum in. Integer nibh arcu, tristique ac sagitti	CODE
LOW	packages/astro/e2e/actions-blog.test.ts	181	await nameInput.fill('John Doe');	CODE
LOW	packages/astro/e2e/actions-blog.test.ts	190	await expect(result).toContainText('John Doe');	CODE
LOW	packages/astro/src/container/index.ts	68	* container.renderToString(Component, { slots: { "foo": "Some value", "bar": "Lorem Ipsum" }});	COMMENT

Over-Commented Block28 hits · 28 pts

Severity	File	Line	Snippet	Context
LOW	pnpm-workspace.yaml	21	dedupePeers: true	COMMENT
LOW	packages/integrations/svelte/src/index.ts	61	if (environmentName === 'client') return;	COMMENT
LOW	packages/integrations/vercel/src/lib/searchRoot.ts	1	// Taken from: https://github.com/vitejs/vite/blob/1a76300cd16827f0640924fdc21747ce140c35fb/packages/vite/src/node/serve	COMMENT
LOW	…grations/cloudflare/test/compile-image-service.test.ts	121	);	COMMENT
LOW	packages/integrations/cloudflare/src/index.ts	241	};	COMMENT
LOW	…ons/markdoc/src/html/transform/html-token-transform.ts	161	// [	COMMENT
LOW	…ages/astro/test/head-propagation-prerender-env.test.ts	1	import assert from 'node:assert/strict';	COMMENT
LOW	packages/astro/test/lightningcss-scoped-nesting.test.ts	1	import assert from 'node:assert/strict';	COMMENT
LOW	…o/test/units/util/validate-and-decode-pathname.test.ts	61	it('fully decodes double-encoded percent: %2525', () => {	COMMENT
LOW	…ckages/astro/test/units/redirects/static-build.test.ts	401	const location = response.headers.get('location')!;	COMMENT
LOW	packages/astro/components/index.ts	1	// The `ts-ignore` comments here are necessary because we're importing this file inside the `astro:components`	COMMENT
LOW	packages/astro/src/vite-plugin-astro/hmr.ts	21	) {	COMMENT
LOW	packages/astro/src/core/constants.ts	101	// The folder name where to find the middleware	COMMENT
LOW	packages/astro/src/core/config/schemas/base.ts	21	cspAlgorithmSchema,	COMMENT
LOW	packages/astro/src/core/manifest/ambient-source.ts	1	import type { SSRManifest } from '../app/types.js';	COMMENT
LOW	packages/astro/src/core/dev/container.ts	61	// when astro dev --open command is run the first time	COMMENT
LOW	packages/astro/src/core/errors/default-handler.ts	81	// In order for the response of the remote to be usable as a response	COMMENT
LOW	packages/astro/src/core/session/runtime.ts	41	mockStorage: Storage \| null;	COMMENT
LOW	packages/astro/src/core/session/runtime.ts	61	// Session keys to delete. Used for partial data sets to avoid overwriting the deleted value.	COMMENT
LOW	packages/astro/src/core/session/provider.ts	1	// Re-export shim. Importing `provideSession` from `./provider.js` (rather	COMMENT
LOW	packages/astro/src/core/session/provider-disabled.ts	1	import { markFeatureUsed, FetchFeatures } from '../fetch/features.js';	COMMENT
LOW	packages/astro/src/core/session/vite-plugin.ts	61	//	COMMENT
LOW	packages/astro/src/vite-plugin-astro-server/vite.ts	41	}	COMMENT
LOW	packages/astro/src/runtime/server/render/csp.ts	41		COMMENT
LOW	packages/astro/src/cli/add/index.ts	481	}	COMMENT
LOW	packages/astro/src/transitions/router.ts	521	hasUAVisualTransition ? 'swap' : getFallback(),	COMMENT
LOW	packages/astro/src/transitions/swap-functions.ts	141	document.head.append(...relevantNodes(doc.head));	COMMENT
LOW	packages/astro/src/vite-plugin-css/index.ts	61	if (seen.has(imp.id)) continue;	COMMENT

Verbosity Indicators8 hits · 15 pts

Severity	File	Line	Snippet	Context
LOW	packages/integrations/react/src/static-html.ts	19	// value can be a SlotString object, we need to check if it's empty by using trim()	COMMENT
LOW⚡	…ckages/astro/test/units/i18n/manual-middleware.test.ts	203	// Step 1: Check allowlist	COMMENT
LOW⚡	…ckages/astro/test/units/i18n/manual-middleware.test.ts	208	// Step 2: Check if has locale	COMMENT
LOW⚡	…ckages/astro/test/units/i18n/manual-middleware.test.ts	213	// Step 3: Check if root or special path	COMMENT
LOW⚡	…ckages/astro/test/units/i18n/manual-middleware.test.ts	218	// Step 4: Return 404	COMMENT
LOW	packages/astro/src/core/create-vite.ts	343	// We need to check if the command is `build` or `dev` before merging the user-provided vite config.	COMMENT
LOW	packages/astro/src/core/i18n/handler.ts	122	// Step 1: Apply routing strategy	COMMENT
LOW	packages/astro/src/core/i18n/handler.ts	165	// Step 2: Apply fallback logic (if configured)	COMMENT

Modern AI Meta-Vocabulary7 hits · 14 pts

Severity	File	Line	Snippet	Context
MEDIUM	.agents/skills/astro-developer/architecture.md	384	└── create-astro/ # CLI scaffolding tool	CODE
MEDIUM	packages/internal-helpers/CHANGELOG.md	69	- [#16419](https://github.com/withastro/astro/pull/16419) [`f3485c3`](https://github.com/withastro/astro/commit/f3485c34	CODE
MEDIUM	packages/markdown/remark/CHANGELOG.md	177	- [#16419](https://github.com/withastro/astro/pull/16419) [`f3485c3`](https://github.com/withastro/astro/commit/f3485c34	CODE
MEDIUM	packages/create-astro/CHANGELOG.md	81	- [#16419](https://github.com/withastro/astro/pull/16419) [`f3485c3`](https://github.com/withastro/astro/commit/f3485c34	CODE
MEDIUM	packages/astro/CHANGELOG-v6.md	821	- [#16419](https://github.com/withastro/astro/pull/16419) [`f3485c3`](https://github.com/withastro/astro/commit/f3485c34	CODE
MEDIUM	packages/astro/CHANGELOG-v5.md	940	- [#14564](https://github.com/withastro/astro/pull/14564) [`5e7cebb`](https://github.com/withastro/astro/commit/5e7cebbf	CODE
MEDIUM	packages/astro/CHANGELOG-v5.md	940	- [#14564](https://github.com/withastro/astro/pull/14564) [`5e7cebb`](https://github.com/withastro/astro/commit/5e7cebbf	CODE

Decorative Section Separators4 hits · 12 pts

Severity	File	Line	Snippet	Context
MEDIUM	…nguage-tools/vscode/syntaxes/astro.tmLanguage.src.yaml	250	# ------------	COMMENT
MEDIUM	…nguage-tools/vscode/syntaxes/astro.tmLanguage.src.yaml	290	# ----------	COMMENT
MEDIUM	…nguage-tools/vscode/syntaxes/astro.tmLanguage.src.yaml	353	# ------------	COMMENT
MEDIUM	packages/astro/src/core/cache/runtime/cache.ts	142	// ─── Framework-internal helpers (not exported from the `astro` package) ─────	COMMENT

AI Slop Vocabulary2 hits · 6 pts

Severity	File	Line	Snippet	Context
MEDIUM	…nguage-tools/vscode/syntaxes/astro.tmLanguage.src.yaml	615	# inside and because it makes whitespace matching logic more robust	COMMENT
MEDIUM	packages/astro/src/core/create-vite.ts	128	// Attempt: package relies on `astro`. ✅ Definitely an Astro package	COMMENT

Redundant / Tautological Comments2 hits · 3 pts

Severity	File	Line	Snippet	Context
LOW	.gitpod/gitpod-setup.sh	12	# Check if Gitpod started from a specific example directory in the repository	COMMENT
LOW	.github/workflows/merge-main-to-next.yml	91	# Check if a PR already exists for this branch	COMMENT

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet	Context
LOW	.github/workflows/ci.yml	49	# When updating filters here, make sure to also add or remove them from the outputs block above.	COMMENT

Overly Generic Function Names1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	packages/astro/src/core/routing/handler.ts	93	export async function handleRequest(state: FetchState): Promise<Response> {	CODE

withastro/astro

Open-Source Code Quality, Security and Technical Debt Review