1.6

Adjusted Signal

1.6

Raw Pattern Score

100%

Time Factor

2026-10-31

Last Push

18.8K

Stars

TypeScript

Language

590.5K

Lines of Code

3.6K

Files

695

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 6.2/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 586 finding(s).

Hallucinated Dependency & Supply Chain Risk 1.2/100 · LOW

Are imports declared and package/API names verified? 98 finding(s).

Agent Over-Engineering Ratio 1.9/100 · LOW

Are wrappers, guards, and repeated structures necessary? 200 finding(s).

PR Review Velocity Impact 6.5/100 · LOW

Which changes need focused human review? 695 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 13MEDIUM 15LOW 667

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 695 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.

Structural Annotation Overuse294 hits · 446 pts

Severity	File	Line	Snippet	Context
LOW	web/.claude/skills/notion-to-blog/SKILL.md	11	### Step 1: Fetch the Notion page	COMMENT
LOW	web/.claude/skills/notion-to-blog/SKILL.md	17	### Step 2: Parse the content	COMMENT
LOW	web/.claude/skills/notion-to-blog/SKILL.md	39	### Step 3: Download and optimize images	COMMENT
LOW	web/.claude/skills/notion-to-blog/SKILL.md	47	### Step 4: Create the MDX file	COMMENT
LOW	web/.claude/skills/notion-to-blog/SKILL.md	70	### Step 5: Verify with the user	COMMENT
LOW	…/.claude/skills/crossposting/scripts/upload-youtube.ts	317	// Step 1: Initiate resumable upload	COMMENT
LOW	…/.claude/skills/crossposting/scripts/upload-youtube.ts	341	// Step 2: Upload the video file	COMMENT
LOW	web/docs/guides/debugging/local-network-testing.md	21	## Step 1: Start Your App	COMMENT
LOW	web/docs/guides/debugging/local-network-testing.md	29	## Step 2: Find Your Network URL	COMMENT
LOW	web/docs/guides/debugging/local-network-testing.md	45	## Step 3: Tell Wasp the URLs Other Devices Will Use	COMMENT
LOW	web/docs/guides/debugging/local-network-testing.md	63	## Step 4: Allow the Host in Vite Config	COMMENT
LOW	web/docs/guides/debugging/local-network-testing.md	84	## Step 5: Test	COMMENT
LOW	web/docs/guides/debugging/db-studio-fly-io.md	34	## Step 1: Get the Database Name	COMMENT
LOW	web/docs/guides/debugging/db-studio-fly-io.md	52	## Step 2: Get the Database Password	COMMENT
LOW	web/docs/guides/debugging/db-studio-fly-io.md	68	## Step 3: Open a Database Tunnel	COMMENT
LOW	web/docs/guides/debugging/db-studio-fly-io.md	87	## Step 4: Configure the Database URL	COMMENT
LOW	web/docs/guides/debugging/db-studio-fly-io.md	103	## Step 5: Run Database Studio	COMMENT
LOW	web/docs/guides/deployment/self-hosted/vps.md	34	### Step 1: Connect to Your Server	COMMENT
LOW	web/docs/guides/deployment/self-hosted/vps.md	44	### Step 2: Install Caddy	COMMENT
LOW	web/docs/guides/deployment/self-hosted/vps.md	58	### Step 3: Set Up the Firewall	COMMENT
LOW	web/docs/guides/deployment/self-hosted/vps.md	78	### Step 4: Install Docker	COMMENT
LOW	web/docs/guides/deployment/self-hosted/vps.md	88	### Step 5: Set Up GitHub Deploy Key	COMMENT
LOW⚡	web/docs/guides/deployment/self-hosted/vps.md	104	### Step 6: Clone Your Repository	COMMENT
LOW⚡	web/docs/guides/deployment/self-hosted/vps.md	110	### Step 7: Install Node.js	COMMENT
LOW⚡	web/docs/guides/deployment/self-hosted/vps.md	120	### Step 8: Install Wasp CLI	COMMENT
LOW	web/docs/guides/deployment/self-hosted/vps.md	146	### Step 9: Build the Application	COMMENT
LOW	web/docs/guides/deployment/self-hosted/vps.md	155	### Step 10: Start the Database	COMMENT
LOW	web/docs/guides/deployment/self-hosted/vps.md	183	### Step 11: Configure Your Domain	COMMENT
LOW	web/docs/guides/deployment/self-hosted/vps.md	190	### Step 12: Start the Server	COMMENT
LOW	web/docs/guides/deployment/self-hosted/vps.md	238	### Step 13: Build the Client	COMMENT
LOW	web/docs/guides/deployment/self-hosted/vps.md	253	### Step 14: Configure Caddy	COMMENT
LOW	web/docs/guides/deployment/self-hosted/coolify.md	33	### Step 1: Set Up Your Domain	COMMENT
LOW	web/docs/guides/deployment/self-hosted/coolify.md	40	### Step 2: Create Coolify Resources	COMMENT
LOW	web/docs/guides/deployment/self-hosted/coolify.md	72	### Step 3: Configure Server Environment Variables	COMMENT
LOW	web/docs/guides/deployment/self-hosted/coolify.md	86	### Step 4: Create GitHub Action	COMMENT
LOW	web/docs/guides/deployment/self-hosted/coolify.md	199	### Step 5: Configure GitHub Secrets	COMMENT
LOW	web/docs/guides/deployment/self-hosted/coolify.md	222	### Step 6: Deploy	COMMENT
LOW	web/docs/guides/deployment/self-hosted/caprover.md	33	### Step 1: Set Up Your Domain	COMMENT
LOW	web/docs/guides/deployment/self-hosted/caprover.md	44	### Step 2: Create Caprover Apps	COMMENT
LOW	web/docs/guides/deployment/self-hosted/caprover.md	74	### Step 3: Configure Server Environment Variables	COMMENT
LOW	web/docs/guides/deployment/self-hosted/caprover.md	88	### Step 4: Enable GitHub Container Registry Access	COMMENT
LOW	web/docs/guides/deployment/self-hosted/caprover.md	97	### Step 5: Create GitHub Action	COMMENT
LOW	web/docs/guides/deployment/self-hosted/caprover.md	217	### Step 6: Configure GitHub Secrets	COMMENT
LOW	web/docs/guides/deployment/self-hosted/caprover.md	239	### Step 7: Deploy	COMMENT
LOW⚡	web/markdown-snapshots/llms-full.txt	22090	#### Step 6: Clone Your Repository	COMMENT
LOW⚡	web/markdown-snapshots/llms-full.txt	22096	#### Step 7: Install Node.js	COMMENT
LOW⚡	web/markdown-snapshots/llms-full.txt	22106	#### Step 8: Install Wasp CLI	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	19964	### Step 1: Get the Database Name	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	19982	### Step 2: Get the Database Password	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	19998	### Step 3: Open a Database Tunnel	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	20017	### Step 4: Configure the Database URL	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	20033	### Step 5: Run Database Studio	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	20068	### Step 1: Start Your App	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	20076	### Step 2: Find Your Network URL	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	20092	### Step 3: Tell Wasp the URLs Other Devices Will Use	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	20109	### Step 4: Allow the Host in Vite Config	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	20129	### Step 5: Test	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	21534	#### Step 1: Set Up Your Domain	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	21545	#### Step 2: Create Caprover Apps	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	21581	#### Step 3: Configure Server Environment Variables	COMMENT
234 more matches not shown…

Hyper-Verbose Identifiers189 hits · 194 pts

Severity	File	Line	Snippet	Context
LOW	web/sidebars.ts	261	function generateMigrationGuideLinks(	CODE
LOW	web/.claude/skills/crossposting/scripts/convert-mdx.ts	64	function createVideoWithCaptionRegex(): RegExp {	CODE
LOW	web/.claude/skills/crossposting/scripts/convert-mdx.ts	329	function absolutizeRootRelativeMarkdownLinks(md: string): string {	CODE
LOW	web/.claude/skills/crossposting/scripts/convert-mdx.ts	429	function stripImportsOutsideCodeFences(md: string): string {	CODE
LOW	web/.claude/skills/crossposting/scripts/convert-mdx.ts	660	function postProcessChunksForMedium(html: string): string {	CODE
LOW	web/docs/guides/integrations/custom-oauth.md	197	async function createUserFromSpotifyProfile(	CODE
LOW	web/markdown-snapshots/llms-full.txt	19678	async function createSocialLoginMigration(	CODE
LOW	web/markdown-snapshots/llms-full.txt	22515	async function createUserFromSpotifyProfile(	CODE
LOW	web/functions/_middleware.ts	84	function routeHasFileTypeExtension(pathname: string): boolean {	CODE
LOW	…_docs/version-0.26/guides/integrations/custom-oauth.md	197	async function createUserFromSpotifyProfile(	CODE
LOW	…_docs/version-0.24/guides/integrations/custom-oauth.md	194	async function createUserFromSpotifyProfile(	CODE
LOW	web/versioned_docs/version-0.12/migration-guide.md	1311	async function createSocialLoginMigration(	CODE
LOW	…_docs/version-0.25/guides/integrations/custom-oauth.md	194	async function createUserFromSpotifyProfile(	CODE
LOW	web/tutorial-actions-executor/tests/files.test.ts	14	function testGettingFileNameWithoutExtension(	CODE
LOW	web/tutorial-actions-executor/tests/actions/git.test.ts	23	function expectValidPatchNotToThrow(patch: string) {	CODE
LOW	web/tutorial-actions-executor/tests/actions/git.test.ts	29	function expectInvalidPatchToThrow(patch: string, errorMessage: string) {	CODE
LOW	…ns-executor/tests/extract-actions/astTraversal.test.ts	89	function createMockTutorialActionNode(	CODE
LOW	…ns-executor/tests/extract-actions/astTraversal.test.ts	113	function createMockNonTutorialActionNode(name: string): MdxJsxFlowElement {	CODE
LOW	…ns-executor/tests/extract-actions/astTraversal.test.ts	129	function testExtractingTutorialActionNodes(	CODE
LOW	…-executor/tests/extract-actions/fileOperations.test.ts	9	function testFilteringTutorialFileNames(	CODE
LOW	…ions-executor/tests/extract-actions/mdxParsing.test.ts	40	function testExtractingActionsThrows(	CODE
LOW	web/tutorial-actions-executor/src/editor.ts	6	export async function askToOpenTutorialAppInEditor(	CODE
LOW	web/tutorial-actions-executor/src/git.ts	5	export async function generatePatchFromAllChanges(	CODE
LOW	web/tutorial-actions-executor/src/git.ts	20	export async function findCommitSHAForExactMessage(	CODE
LOW	web/tutorial-actions-executor/src/git.ts	70	export async function generatePatchFromRevision(	CODE
LOW	web/tutorial-actions-executor/src/git.ts	103	export async function moveLastCommitChangesToStaging(	CODE
LOW	web/tutorial-actions-executor/src/files.ts	3	export function getFileNameWithoutExtension(filePath: string): string {	CODE
LOW	web/tutorial-actions-executor/src/actions/git.ts	76	export async function askUserToEditAndCreatePatch({	CODE
LOW	web/tutorial-actions-executor/src/actions/git.ts	103	export async function createBranchFromActionCommit({	CODE
LOW	…tions-executor/src/commands/edit-patch-action/index.ts	123	async function extractCommitsIntoPatches(	CODE
LOW	…actions-executor/src/extract-actions/fileOperations.ts	18	export function filterValidTutorialFileNames(fileNames: string[]): string[] {	CODE
LOW	…actions-executor/src/extract-actions/fileOperations.ts	30	export function sortFileNamesByNumberedPrefix(fileNames: string[]): string[] {	CODE
LOW	…l-actions-executor/src/extract-actions/astTraversal.ts	15	export function extractTutorialActionNodes(ast: Root): TutorialActionNode[] {	CODE
LOW	…tutorial-actions-executor/src/extract-actions/index.ts	6	export async function getActionsFromTutorialFiles(	CODE
LOW	…al-actions-executor/src/extract-actions/nodeMapping.ts	11	export function mapTutorialActionNodeToAction(	CODE
LOW	web/src/plugins/cloudflare-redirects.ts	31	export default function cloudflareRedirectsPlugin(	CODE
LOW	…src/plugins/llm-files/markdown-docs/markdown-routes.ts	8	export function htmlFileRelPathHasMarkdownVariant(	CODE
LOW	web/src/plugins/llm-files/markdown-docs/index.ts	32	export async function convertValidHtmlFilesToMarkdownDocs(	CODE
LOW	web/src/plugins/llm-files/markdown-docs/index.ts	85	function buildMarkdownDocsIndexHeader(baseUrl: string): string {	CODE
LOW	web/src/plugins/llm-files/markdown-docs/index.ts	93	async function findConvertibleHtmlFileRelPaths(	CODE
LOW	…lugins/llm-files/markdown-docs/html-to-md-processor.ts	21	export function createDocusaurusHtmlToMarkdownProcessor(	CODE
LOW	…s/docusaurus/rehype-annotate-custom-heading-anchors.ts	35	export function rehypeAnnotateCustomHeadingAnchors(): (	CODE
LOW	…kdown-docs/docusaurus/rehype-reduce-docusaurus-page.ts	29	export function rehypeReduceDocusaurusPageToValidMarkdownContent(	CODE
LOW	…kdown-docs/docusaurus/rehype-reduce-docusaurus-page.ts	51	function findMarkdownContentContainer(root: hast.Root): hast.Element {	CODE
LOW	…kdown-docs/docusaurus/rehype-reduce-docusaurus-page.ts	99	function isDocusaurusHeadingHashLink(node: hast.Element) {	CODE
LOW	…down-docs/docusaurus/handlers/docusaurus-admonition.ts	36	export function docusaurusAdmonitionToMdast(	CODE
LOW	…down-docs/docusaurus/handlers/docusaurus-admonition.ts	84	function detectAdmonitionCustomTitle(admonition: hast.Element): string \| null {	CODE
LOW	…down-docs/docusaurus/handlers/docusaurus-code-block.ts	40	export function docusaurusCodeBlockToMdast(	CODE
LOW	…ns/llm-files/generate-llm-files/versioned-llm-files.ts	15	export async function generateVersionedLlmFiles(	CODE
LOW	…ns/llm-files/generate-llm-files/versioned-llm-files.ts	119	async function generateVersionedLlmsFullTxt(	CODE
LOW	…ns/llm-files/generate-llm-files/versioned-llm-files.ts	142	async function generateLatestVersionLlmsFullTxt(	CODE
LOW	…ns/llm-files/generate-llm-files/versioned-llm-files.ts	160	function buildLatestVersionFullDocsHeader(context: LlmFilesContext): string {	CODE
LOW	…ns/llm-files/generate-llm-files/versioned-llm-files.ts	172	function buildFullDocsIndexSection(context: LlmFilesContext): string {	CODE
LOW	…b/src/plugins/llm-files/generate-llm-files/llms-txt.ts	50	function buildLlmFilesIndexSection(context: LlmFilesContext): string {	CODE
LOW	…src/plugins/llm-files/generate-llm-files/docs-index.ts	75	export function buildLlmFilesMarkdownDocsIndex(	CODE
LOW	…src/plugins/llm-files/generate-llm-files/docs-index.ts	227	function extractApiDocsPackageName(docId: string): string \| null {	CODE
LOW	…plugins/llm-files/generate-llm-files/adapt-markdown.ts	16	export function adaptMarkdownForLlmsFullFiles(markdown: string): string {	CODE
LOW	…plugins/llm-files/generate-llm-files/adapt-markdown.ts	27	function remarkAdaptMarkdownForLlmsFullFiles(): (tree: mdast.Root) => void {	CODE
LOW	web/src/remark/search-and-replace.ts	35	function getWaspVersionFromFilePath(filePath: string): string \| undefined {	CODE
LOW	web/src/remark/util/code-blocks.ts	32	export function codeBlockMetaStringFromMap(	CODE
129 more matches not shown…

Fake / Example Data87 hits · 86 pts

Severity	File	Line	Snippet	Context
LOW	web/docs/features/email.md	53	name: "John Doe",	CODE
LOW	web/docs/features/email.md	246	name: "John Doe",	CODE
LOW	web/docs/features/auth/hooks.md	290	name: "John Doe",	CODE
LOW	web/docs/features/auth/hooks.md	313	name: "John Doe",	CODE
LOW	web/markdown-snapshots/llms-full.txt	9782	name: "John Doe",	CODE
LOW	web/markdown-snapshots/llms-full.txt	10542	name: "John Doe",	CODE
LOW	web/markdown-snapshots/llms-full.txt	10732	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.11.8/advanced/email.md	70	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.11.8/advanced/email.md	88	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.11.8/advanced/email.md	288	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.11.8/advanced/email.md	306	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.20/advanced/email/email.md	47	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.20/advanced/email/email.md	215	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.20/auth/auth-hooks.md	308	name: 'John Doe',	CODE
LOW	web/versioned_docs/version-0.20/auth/auth-hooks.md	341	name: 'John Doe',	CODE
LOW	…/versioned_docs/version-0.20/general/wasp-ts-config.md	205	defaultFrom: { email: 'test@test.com' }	CODE
LOW	web/versioned_docs/version-0.18/advanced/email/email.md	47	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.18/advanced/email/email.md	206	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.18/auth/auth-hooks.md	308	name: 'John Doe',	CODE
LOW	web/versioned_docs/version-0.18/auth/auth-hooks.md	341	name: 'John Doe',	CODE
LOW	…/versioned_docs/version-0.18/general/wasp-ts-config.md	210	defaultFrom: { email: 'test@test.com' }	CODE
LOW	web/versioned_docs/version-0.16/advanced/email/email.md	68	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.16/advanced/email/email.md	86	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.16/advanced/email/email.md	328	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.16/advanced/email/email.md	346	name: "John Doe",	CODE
LOW	…/versioned_docs/version-0.16/general/wasp-ts-config.md	215	defaultFrom: { email: 'test@test.com' }	CODE
LOW	web/versioned_docs/version-0.17/advanced/email/email.md	47	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.17/advanced/email/email.md	206	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.17/auth/auth-hooks.md	308	name: 'John Doe',	CODE
LOW	web/versioned_docs/version-0.17/auth/auth-hooks.md	341	name: 'John Doe',	CODE
LOW	…/versioned_docs/version-0.17/general/wasp-ts-config.md	211	defaultFrom: { email: 'test@test.com' }	CODE
LOW	web/versioned_docs/version-0.19/advanced/email/email.md	47	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.19/advanced/email/email.md	211	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.19/auth/auth-hooks.md	308	name: 'John Doe',	CODE
LOW	web/versioned_docs/version-0.19/auth/auth-hooks.md	341	name: 'John Doe',	CODE
LOW	…/versioned_docs/version-0.19/general/wasp-ts-config.md	205	defaultFrom: { email: 'test@test.com' }	CODE
LOW	web/versioned_docs/version-0.26/features/email.md	53	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.26/features/email.md	246	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.26/features/auth/hooks.md	290	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.26/features/auth/hooks.md	313	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.21/advanced/email/email.md	47	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.21/advanced/email/email.md	215	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.21/auth/auth-hooks.md	308	name: 'John Doe',	CODE
LOW	web/versioned_docs/version-0.21/auth/auth-hooks.md	341	name: 'John Doe',	CODE
LOW	…/versioned_docs/version-0.21/general/wasp-ts-config.md	205	defaultFrom: { email: 'test@test.com' }	CODE
LOW	web/versioned_docs/version-0.24/advanced/email.md	50	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.24/advanced/email.md	215	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.24/auth/auth-hooks.md	286	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.24/auth/auth-hooks.md	309	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.23/advanced/email/email.md	47	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.23/advanced/email/email.md	215	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.23/auth/auth-hooks.md	308	name: 'John Doe',	CODE
LOW	web/versioned_docs/version-0.23/auth/auth-hooks.md	341	name: 'John Doe',	CODE
LOW	…/versioned_docs/version-0.23/general/wasp-ts-config.md	205	defaultFrom: { email: 'test@test.com' }	CODE
LOW	web/versioned_docs/version-0.15/advanced/email/email.md	68	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.15/advanced/email/email.md	86	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.15/advanced/email/email.md	328	name: "John Doe",	CODE
LOW	web/versioned_docs/version-0.15/advanced/email/email.md	346	name: "John Doe",	CODE
LOW	…/versioned_docs/version-0.15/general/wasp-ts-config.md	216	defaultFrom: { email: 'test@test.com' }	CODE
LOW	web/versioned_docs/version-0.12/advanced/email/email.md	68	name: "John Doe",	CODE
27 more matches not shown…

Over-Commented Block86 hits · 85 pts

Severity	File	Line	Snippet	Context
LOW	mise.toml	21	# Use the same versions of HLint and Stan as the ones used inside the HLS binary	COMMENT
LOW	web/redirects.ts	121	// `resources/` and `site/` folders. They keep external links to the old image	COMMENT
LOW	web/docs/features/auth/entities.md	641	// await User.create({	COMMENT
LOW	web/static/robots.txt	1	# As a condition of accessing this website, you agree to abide by the following	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	9521	providerData,	COMMENT
LOW	web/markdown-snapshots/llms-full.txt	18021	// Types for jest-dom are not recognized automatically and Typescript complains	COMMENT
LOW	…/versioned_docs/version-0.20/auth/entities/entities.md	621	})	COMMENT
LOW	…/versioned_docs/version-0.20/auth/entities/entities.md	701	hashedPassword: args.password,	COMMENT
LOW	…/versioned_docs/version-0.20/general/wasp-ts-config.md	161	// email: {	COMMENT
LOW	…/versioned_docs/version-0.18/auth/entities/entities.md	621	})	COMMENT
LOW	…/versioned_docs/version-0.18/auth/entities/entities.md	701	hashedPassword: args.password,	COMMENT
LOW	…/versioned_docs/version-0.18/general/wasp-ts-config.md	161	gitHub: {	COMMENT
LOW	…/versioned_docs/version-0.16/auth/entities/entities.md	621	})	COMMENT
LOW	…/versioned_docs/version-0.16/auth/entities/entities.md	701	hashedPassword: args.password,	COMMENT
LOW	…/versioned_docs/version-0.17/auth/entities/entities.md	621	})	COMMENT
LOW	…/versioned_docs/version-0.17/auth/entities/entities.md	701	hashedPassword: args.password,	COMMENT
LOW	…/versioned_docs/version-0.17/general/wasp-ts-config.md	161	},	COMMENT
LOW	…/versioned_docs/version-0.19/auth/entities/entities.md	621	})	COMMENT
LOW	…/versioned_docs/version-0.19/auth/entities/entities.md	701	hashedPassword: args.password,	COMMENT
LOW	…/versioned_docs/version-0.19/general/wasp-ts-config.md	161	// email: {	COMMENT
LOW	…/versioned_docs/version-0.26/features/auth/entities.md	641	// await User.create({	COMMENT
LOW	…/versioned_docs/version-0.21/auth/entities/entities.md	621	})	COMMENT
LOW	…/versioned_docs/version-0.21/auth/entities/entities.md	701	hashedPassword: args.password,	COMMENT
LOW	…/versioned_docs/version-0.21/general/wasp-ts-config.md	161	// email: {	COMMENT
LOW	…/versioned_docs/version-0.24/auth/entities/entities.md	641	// identities: {	COMMENT
LOW	…/versioned_docs/version-0.24/auth/entities/entities.md	701	await createUser(	COMMENT
LOW	…/versioned_docs/version-0.23/auth/entities/entities.md	621	})	COMMENT
LOW	…/versioned_docs/version-0.23/auth/entities/entities.md	701	hashedPassword: args.password,	COMMENT
LOW	…/versioned_docs/version-0.23/general/wasp-ts-config.md	161	// email: {	COMMENT
LOW	…/versioned_docs/version-0.15/auth/entities/entities.md	621		COMMENT
LOW	…/versioned_docs/version-0.15/auth/entities/entities.md	701	})	COMMENT
LOW	…/versioned_docs/version-0.12/auth/entities/entities.md	321	providerId,	COMMENT
LOW	…/versioned_docs/version-0.12/auth/entities/entities.md	401	await createUser(	COMMENT
LOW	…/versioned_docs/version-0.13/auth/entities/entities.md	321	providerId,	COMMENT
LOW	…/versioned_docs/version-0.13/auth/entities/entities.md	401	await createUser(	COMMENT
LOW	web/versioned_docs/version-0.14/migration-guide.md	141	// This is needed to properly support Vitest testing with jest-dom matchers.	COMMENT
LOW	…/versioned_docs/version-0.14/auth/entities/entities.md	621		COMMENT
LOW	…/versioned_docs/version-0.14/auth/entities/entities.md	701	})	COMMENT
LOW	…/versioned_docs/version-0.22/auth/entities/entities.md	621	})	COMMENT
LOW	…/versioned_docs/version-0.22/auth/entities/entities.md	701	hashedPassword: args.password,	COMMENT
LOW	…/versioned_docs/version-0.22/general/wasp-ts-config.md	161	// email: {	COMMENT
LOW	…/versioned_docs/version-0.25/auth/entities/entities.md	641	// identities: {	COMMENT
LOW	…/versioned_docs/version-0.25/auth/entities/entities.md	701	await createUser(	COMMENT
LOW	web/src/lib/analytics.ts	1	// The markup declares analytics events with `data-track-*` attributes.	COMMENT
LOW	examples/ask-the-documents/src/hero.ts	1	import { heroui } from "@heroui/react";	COMMENT
LOW	examples/kitchen-sink/src/vite-env.d.ts	1	/// <reference types="vite/client" />	COMMENT
LOW	examples/tutorials/TodoAppTs/src/vite-env.d.ts	1	/// <reference types="vite/client" />	COMMENT
LOW	examples/tutorials/TodoApp/src/vite-env.d.ts	1	/// <reference types="vite/client" />	COMMENT
LOW	packages/studio/client/src/hero.ts	1	import { heroui } from "@heroui/react";	COMMENT
LOW	packages/studio/client/src/Flow.tsx	41	const getLayoutedElements = (nodes: Node[], edges: Edge[]) => {	COMMENT
LOW	packages/deploy/tsconfig.json	1	{	COMMENT
LOW	packages/deploy/tsconfig.json	21	// "jsxImportSource": "", /* Specify module specifier used to import the JSX factory func	COMMENT
LOW	packages/deploy/tsconfig.json	41	/* JavaScript Support */	COMMENT
LOW	packages/deploy/tsconfig.json	61	// "inlineSources": true, /* Include source code in the sourcemaps inside the emitted Jav	COMMENT
LOW	packages/deploy/tsconfig.json	81	// "strictNullChecks": true, /* When type checking, take into account 'null' and 'undefined'	COMMENT
LOW	packages/cli/bin.js	201	}	COMMENT
LOW	packages/libs/sdk-core/src/utils/types.ts	1	// This is a helper type used exclusively for DX purposes. It's a No-op for the	COMMENT
LOW	packages/libs/sdk-core/src/browser/auth/session.ts	81	// We need to invalidate queries after login in order to get the correct user	COMMENT
LOW	…ges/libs/sdk-core/src/node/vite/plugins/validateEnv.ts	21	// We validate just before any artifacts are built.	COMMENT
LOW	…ges/libs/sdk-core/src/node/vite/plugins/validateEnv.ts	41	// the temporary server anyway.	COMMENT
26 more matches not shown…

Magic Placeholder Names11 hits · 55 pts

Severity	File	Line	Snippet	Context
HIGH	web/docs/deployment/local-testing.md	29	wasp build start --server-env DATABASE_URL=<your-database-url> --server-env JWT_SECRET=<your-jwt-secret>	CODE
HIGH	web/markdown-snapshots/llms-full.txt	13966	wasp build start --server-env DATABASE_URL=<your-database-url> --server-env JWT_SECRET=<your-jwt-secret>	CODE
HIGH	…ersioned_docs/version-0.20/deployment/local-testing.md	25	wasp build start --server-env DATABASE_URL=<your-database-url> --server-env JWT_SECRET=<your-jwt-secret>	CODE
HIGH	…ersioned_docs/version-0.18/deployment/local-testing.md	25	wasp build start --server-env DATABASE_URL=<your-database-url> --server-env JWT_SECRET=<your-jwt-secret>	CODE
HIGH	…ersioned_docs/version-0.19/deployment/local-testing.md	25	wasp build start --server-env DATABASE_URL=<your-database-url> --server-env JWT_SECRET=<your-jwt-secret>	CODE
HIGH	…ersioned_docs/version-0.26/deployment/local-testing.md	29	wasp build start --server-env DATABASE_URL=<your-database-url> --server-env JWT_SECRET=<your-jwt-secret>	CODE
HIGH	…ersioned_docs/version-0.21/deployment/local-testing.md	25	wasp build start --server-env DATABASE_URL=<your-database-url> --server-env JWT_SECRET=<your-jwt-secret>	CODE
HIGH	…ersioned_docs/version-0.24/deployment/local-testing.md	25	wasp build start --server-env DATABASE_URL=<your-database-url> --server-env JWT_SECRET=<your-jwt-secret>	CODE
HIGH	…ersioned_docs/version-0.23/deployment/local-testing.md	25	wasp build start --server-env DATABASE_URL=<your-database-url> --server-env JWT_SECRET=<your-jwt-secret>	CODE
HIGH	…ersioned_docs/version-0.22/deployment/local-testing.md	25	wasp build start --server-env DATABASE_URL=<your-database-url> --server-env JWT_SECRET=<your-jwt-secret>	CODE
HIGH	…ersioned_docs/version-0.25/deployment/local-testing.md	25	wasp build start --server-env DATABASE_URL=<your-database-url> --server-env JWT_SECRET=<your-jwt-secret>	CODE

Decorative Section Separators9 hits · 27 pts

Severity	File	Line	Snippet	Context
MEDIUM	…/.claude/skills/crossposting/scripts/upload-youtube.ts	39	// ─── Configuration ──────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/.claude/skills/crossposting/scripts/upload-youtube.ts	57	// ─── Types ──────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/.claude/skills/crossposting/scripts/upload-youtube.ts	79	// ─── Helpers ────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	…/.claude/skills/crossposting/scripts/upload-youtube.ts	104	// ─── OAuth: capture authorization code via local HTTP server ────────────────	COMMENT
MEDIUM	…/.claude/skills/crossposting/scripts/upload-youtube.ts	139	// ─── authorize() — interactive OAuth flow ───────────────────────────────────	COMMENT
MEDIUM	…/.claude/skills/crossposting/scripts/upload-youtube.ts	201	// ─── Refresh access token ───────────────────────────────────────────────────	COMMENT
MEDIUM	…/.claude/skills/crossposting/scripts/upload-youtube.ts	284	// ─── uploadVideo() — resumable upload ───────────────────────────────────────	COMMENT
MEDIUM	…/.claude/skills/crossposting/scripts/upload-youtube.ts	381	// ─── CLI ────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	waspc/.stylish-haskell.yaml	2	# ==================================	COMMENT

Modern AI Meta-Vocabulary4 hits · 11 pts

Severity	File	Line	Snippet	Context
MEDIUM	web/.claude/skills/geo-fundamentals/SKILL.md	43	## 3. RAG Retrieval Factors	COMMENT
MEDIUM	web/src/components/FeaturesExplorer.tsx	706	source: `$ wasp new my-app # scaffold a new full-stack app	CODE
MEDIUM	examples/ask-the-documents/README.md	1	# Ask The Documents (Embeddings / RAG / ChatGPT) with Wasp & PG Vector	COMMENT
MEDIUM	.github/workflows/ci.yaml	36	# orchestrate the CI process. We ignore the zizmor warnings since this workflow	COMMENT

Synthetic Comment Markers1 hit · 8 pts

Severity	File	Line	Snippet	Context
HIGH	web/static/robots.txt	16	# include providing AI-generated search summaries.	COMMENT

Empty Error Handlers1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	….claude/skills/geo-fundamentals/scripts/geo_checker.py	28	except AttributeError:	CODE

Verbosity Indicators3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…/.claude/skills/crossposting/scripts/upload-youtube.ts	317	// Step 1: Initiate resumable upload	COMMENT
LOW	…/.claude/skills/crossposting/scripts/upload-youtube.ts	341	// Step 2: Upload the video file	COMMENT
LOW	…ges/deploy/src/providers/railway/railwayProject/cli.ts	79	// Sometimes linking fails silently, so we need to check if the project	COMMENT

Redundant / Tautological Comments3 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	….claude/skills/geo-fundamentals/scripts/geo_checker.py	65	# Check if it's in a pages/app directory (Next.js, etc.)	COMMENT
LOW	….claude/skills/geo-fundamentals/scripts/geo_checker.py	92	# Check if it's likely a page	COMMENT
LOW	….claude/skills/geo-fundamentals/scripts/geo_checker.py	251	# Print results	COMMENT

Slop Phrases4 hits · 4 pts

Severity	File	Line	Snippet	Context
LOW	…amples/kitchen-sink/src/features/auth/pages/Signup.tsx	25	👉 Don't forget to press the button below to submit the form.	CODE
LOW	…kages/deploy/src/providers/fly/commands/setup/setup.ts	63	`Don't forget to create your database by running "${getFullCommandName(createFlyDbCommand)}".`,	CODE
LOW	…deploy/src/providers/fly/commands/createDb/createDb.ts	89	`Don't forget to deploy your app by running "${getFullCommandName(flyDeployCommand)}".`,	CODE
LOW	…ink-golden/wasp-app/src/features/auth/pages/Signup.tsx	25	👉 Don't forget to press the button below to submit the form.	CODE

AI Slop Vocabulary1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/spec/src/spec/appAnalyzer.ts	51	// TODO: Make this more robust — structural duck-typing accepts any object with	COMMENT

Self-Referential Comments1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	.github/workflows/ci-npm-package-test.yaml	64	# Create a test project to install into	COMMENT

Excessive Try-Catch Wrapping1 hit · 1 pts

Severity	File	Line	Snippet	Context
LOW	….claude/skills/geo-fundamentals/scripts/geo_checker.py	103	except Exception as e:	CODE

wasp-lang/wasp

Open-Source Code Quality, Security and Technical Debt Review