1.1

Adjusted Signal

1.1

Raw Pattern Score

100%

Time Factor

2026-09-10

Last Push

36.0K

Stars

TypeScript

Language

1.3M

Lines of Code

10.2K

Files

1.0K

Pattern Hits

2026-10-31

Scan Date

0.00

HC Hit Rate

Risk Review · Payload v1

Use each vector to guide manual verification of the underlying findings.

Payload schema: 1.0.0 · Engine: 2.0.0 · Scoring: heuristic-density-v1 · Scan date: 2026-10-31.

Cognitive Ownership Risk 1.6/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 255 finding(s).

Hallucinated Dependency & Supply Chain Risk 3.6/100 · LOW

Are imports declared and package/API names verified? 770 finding(s).

Agent Over-Engineering Ratio 0.2/100 · LOW

Are wrappers, guards, and repeated structures necessary? 53 finding(s).

PR Review Velocity Impact 4.7/100 · LOW

Which changes need focused human review? 1031 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 5HIGH 26MEDIUM 14LOW 986

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 1031 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.

Fake / Example Data759 hits · 835 pts

Severity	File	Line	Snippet	Context
LOW	…ntation/tutorial/authentication/user-identity/index.md	96	For the purpose of demonstration, our fake REST API returns "John Doe" as the user's name, regardless of the token sent.	CODE
LOW	…umentation/docs/audit-logs/audit-log-provider/index.md	282	console.log(author); // { id: "1", name: "John Doe" }	CODE
LOW	documentation/docs/guides-concepts/audit-logs/index.md	45	console.log(author); // { id: "1", name: "John Doe" }	CODE
LOW	…ocs/guides-concepts/general-concepts/layout/chakra.tsx	66	name: "John Doe",	CODE
LOW	…cs/guides-concepts/general-concepts/layout/mantine.tsx	76	name: "John Doe",	CODE
LOW	…n/docs/guides-concepts/general-concepts/layout/mui.tsx	71	name: "John Doe",	CODE
LOW	…/docs/guides-concepts/general-concepts/layout/antd.tsx	60	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…guides-concepts/general-concepts/auth-pages/chakra.tsx	74	name: "John Doe",	CODE
LOW	…uides-concepts/general-concepts/auth-pages/mantine.tsx	81	name: "John Doe",	CODE
LOW	…ides-concepts/general-concepts/auth-pages/headless.tsx	61	name: "John Doe",	CODE
LOW	…cs/guides-concepts/general-concepts/auth-pages/mui.tsx	86	name: "John Doe",	CODE
LOW	…s/guides-concepts/general-concepts/auth-pages/antd.tsx	75	name: "John Doe",	CODE
LOW	…des-concepts/authentication/auth-provider-interface.md	80	name: "Jane Doe",	CODE
LOW	…s/guides-concepts/authentication/auth-pages/chakra.tsx	74	name: "John Doe",	CODE
LOW	…/guides-concepts/authentication/auth-pages/mantine.tsx	85	name: "John Doe",	CODE
LOW	…guides-concepts/authentication/auth-pages/headless.tsx	61	name: "John Doe",	CODE
LOW	…docs/guides-concepts/authentication/auth-pages/mui.tsx	86	name: "John Doe",	CODE
LOW	…ocs/guides-concepts/authentication/auth-pages/antd.tsx	75	name: "John Doe",	CODE
LOW	…s/advanced-tutorials/data-provider/handling-filters.md	101	value: "John Doe",	CODE
LOW	…s/advanced-tutorials/data-provider/handling-filters.md	148	value: "John Doe",	CODE
LOW	…s/advanced-tutorials/data-provider/handling-filters.md	163	value: "Jane Doe",	CODE
LOW	documentation/docs/getting-started/example/sandpack.tsx	267	name: "John Doe",	CODE
LOW	…tation/docs/packages/tanstack-table/use-table/index.md	82	value: "John Doe",	CODE
LOW	…tation/docs/packages/tanstack-table/use-table/index.md	90	console.log(nameFilterValue); // "John Doe"	CODE
LOW⚡	…outing/integrations/next-js/provider-client-server.tsx	241	name: "John Doe",	CODE
LOW⚡	…outing/integrations/next-js/provider-client-server.tsx	247	name: "Jane Doe",	CODE
LOW⚡	…outing/integrations/next-js/provider-client-server.tsx	253	name: "Jane Doe",	CODE
LOW	documentation/docs/data/hooks/use-table/index.md	88	value: "John Doe",	CODE
LOW	documentation/docs/data/hooks/use-table/index.md	95	console.log(nameFilterValue); // "John Doe"	CODE
LOW	documentation/docs/data/packages/supabase/index.md	1476	content: "Lorem ipsum dolor sit amet",	CODE
LOW	documentation/docs/data/packages/supabase/index.md	1476	content: "Lorem ipsum dolor sit amet",	CODE
LOW	…on/docs/authentication/hooks/use-get-identity/index.md	32	fullName: "Jane Doe",	CODE
LOW	…ra-ui/introduction/previews/usage-react-router-dom.tsx	82	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…ions/chakra-ui/introduction/previews/usage-next-js.tsx	82	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…tegrations/chakra-ui/introduction/previews/theming.tsx	94	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…grations/chakra-ui/introduction/previews/auth-page.tsx	78	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…ations/chakra-ui/introduction/previews/usage-remix.tsx	84	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…tegrations/chakra-ui/introduction/previews/example.tsx	82	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…tegrations/chakra-ui/components/themed-layout/index.md	29	name: "Jane Doe",	CODE
LOW	…al-ui/introduction/previews/usage-react-router-dom.tsx	82	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…ns/material-ui/introduction/previews/usage-next-js.tsx	82	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…grations/material-ui/introduction/previews/theming.tsx	92	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…ations/material-ui/introduction/previews/auth-page.tsx	80	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…ions/material-ui/introduction/previews/usage-remix.tsx	87	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…grations/material-ui/introduction/previews/example.tsx	81	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…grations/material-ui/components/themed-layout/index.md	29	name: "Jane Doe",	CODE
LOW	…-integrations/material-ui/hooks/use-data-grid/index.md	250	value: "John Doe",	CODE
LOW	…-integrations/material-ui/hooks/use-data-grid/index.md	257	console.log(nameFilterValue); // "John Doe"	CODE
LOW	…ntine/introduction/previews/usage-react-router-dom.tsx	81	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…ations/mantine/introduction/previews/usage-next-js.tsx	81	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…integrations/mantine/introduction/previews/theming.tsx	91	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…tegrations/mantine/introduction/previews/auth-page.tsx	79	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…grations/mantine/introduction/previews/usage-remix.tsx	86	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…integrations/mantine/introduction/previews/example.tsx	80	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…integrations/mantine/components/themed-layout/index.md	29	name: "Jane Doe",	CODE
LOW	…esign/introduction/previews/usage-react-router-dom.tsx	74	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…ons/ant-design/introduction/previews/usage-next-js.tsx	74	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…sign/introduction/previews/layout-react-router-dom.tsx	64	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…egrations/ant-design/introduction/previews/theming.tsx	84	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
LOW	…rations/ant-design/introduction/previews/auth-page.tsx	72	getIdentity: async () => ({ id: 1, name: "John Doe", avatar: "https://i.pravatar.cc/300"})	CODE
699 more matches not shown…

Structural Annotation Overuse85 hits · 146 pts

Severity	File	Line	Snippet	Context
LOW	…/docs/ui-integrations/shadcn/components/forms/index.md	48	## Step 1: Installation	COMMENT
LOW	…/docs/ui-integrations/shadcn/components/forms/index.md	62	## Step 2: Understanding the Hook	COMMENT
LOW	…/docs/ui-integrations/shadcn/components/forms/index.md	71	## Step 3: Define Your Schema	COMMENT
LOW	…/docs/ui-integrations/shadcn/components/forms/index.md	89	## Step 4: Create a Form	COMMENT
LOW	…/docs/ui-integrations/shadcn/components/forms/index.md	236	## Step 5: Creating Edit Forms	COMMENT
LOW	…/docs/ui-integrations/shadcn/components/forms/index.md	392	## Step 6: Working with Relationships	COMMENT
LOW	…umentation/blog/2025-11-12-admin-panel-in-5-minutes.md	46	### Step 1: Create the project	COMMENT
LOW	…umentation/blog/2025-11-12-admin-panel-in-5-minutes.md	54	### Step 2: Let the AI Analyze Your Database	COMMENT
LOW	…umentation/blog/2025-11-12-admin-panel-in-5-minutes.md	67	### Step 3: Generate production-ready code	COMMENT
LOW⚡	documentation/blog/2024-05-24-google-lighthouse.md	61	### Step 1 - Navigate to the site you want to audit	COMMENT
LOW⚡	documentation/blog/2024-05-24-google-lighthouse.md	65	### Step 2 - Open Chrome DevTools	COMMENT
LOW⚡	documentation/blog/2024-05-24-google-lighthouse.md	73	### Step 3 - Select categories to audit	COMMENT
LOW⚡	documentation/blog/2024-05-24-google-lighthouse.md	79	### Step 4 - Run the audit	COMMENT
LOW⚡	documentation/blog/2024-05-24-google-lighthouse.md	83	### Step 5 - Interpret the audit results	COMMENT
LOW⚡	documentation/blog/2024-05-24-google-lighthouse.md	213	### Step 1 - Navigate to the website you want to audit	COMMENT
LOW⚡	documentation/blog/2024-05-24-google-lighthouse.md	217	### Step 2 - Open the extension popup	COMMENT
LOW⚡	documentation/blog/2024-05-24-google-lighthouse.md	221	### Step 3 - Select the categories to audit	COMMENT
LOW⚡	documentation/blog/2024-05-24-google-lighthouse.md	225	### Step 4 - Generate report	COMMENT
LOW	documentation/blog/2024-05-24-google-lighthouse.md	253	### Step 1 - Create GitHub Actions workflow directory	COMMENT
LOW	documentation/blog/2024-05-24-google-lighthouse.md	257	### Step 2 - Create GitHub Actions workflow file	COMMENT
LOW	documentation/blog/2024-05-24-google-lighthouse.md	294	### Step 3 - Push the changes to GitHub	COMMENT
LOW	documentation/blog/2024-10-22-astro-js.md	680	### Step 3: Handling Dynamic Queries	COMMENT
LOW	documentation/blog/2025-11-17-supabase-tutorial.md	23	## Step 1: Create a Supabase Project	COMMENT
LOW	documentation/blog/2025-11-17-supabase-tutorial.md	48	## Step 2: Understanding the Table Editor	COMMENT
LOW	documentation/blog/2025-11-17-supabase-tutorial.md	76	## Step 3: Create Your First Table	COMMENT
LOW	documentation/blog/2025-11-17-supabase-tutorial.md	102	## Step 4: Add a Related Table	COMMENT
LOW	documentation/blog/2025-11-17-supabase-tutorial.md	127	## Step 5: Insert Sample Data	COMMENT
LOW	documentation/blog/2025-11-17-supabase-tutorial.md	152	## Step 6: Explore the SQL Editor	COMMENT
LOW	documentation/blog/2025-11-17-supabase-tutorial.md	190	## Step 7: Enable APIs and Policies	COMMENT
LOW	…tation/blog/2022-05-23-build-access-control-permify.md	26	### Step 1: Setup the Permify in Refine application	COMMENT
LOW	…tation/blog/2022-05-23-build-access-control-permify.md	56	### Step 2: Create a access control mechanism in Refine Access Control Provider	COMMENT
LOW	…tation/blog/2022-05-23-build-access-control-permify.md	86	### Step 3: Run application & Create Resources	COMMENT
LOW	…tation/blog/2022-05-23-build-access-control-permify.md	102	### Step 4: Define access control rules & options on Permify	COMMENT
LOW	…tation/blog/2022-05-23-build-access-control-permify.md	141	### Step 5: Creating rule sets (Options)	COMMENT
LOW	…blog/2026-02-11-how-to-create-react-admin-dashboard.md	48	### Step 1: Create the project	COMMENT
LOW	…blog/2026-02-11-how-to-create-react-admin-dashboard.md	60	### Step 2: Connect your API	COMMENT
LOW	…blog/2026-02-11-how-to-create-react-admin-dashboard.md	97	### Step 3: Add resources	COMMENT
LOW	…blog/2026-02-11-how-to-create-react-admin-dashboard.md	136	### Step 4: Build the dashboard page	COMMENT
LOW	…blog/2026-02-11-how-to-create-react-admin-dashboard.md	219	### Step 5: Add authentication and permissions	COMMENT
LOW	…blog/2026-02-11-how-to-create-react-admin-dashboard.md	238	### Step 6: Theme it to match your brand	COMMENT
LOW	…blog/2026-02-11-how-to-create-react-admin-dashboard.md	244	### Step 7: Launch and iterate	COMMENT
LOW	documentation/blog/2024-01-09-permify-access-control.md	25	## Step 1: Setup the Permify in Refine application	COMMENT
LOW	documentation/blog/2024-01-09-permify-access-control.md	67	## Step 2: Create an access control mechanism in Refine Access Control Provider	COMMENT
LOW	documentation/blog/2024-01-09-permify-access-control.md	112	## Step 3: Create an access control model with Permify & Initialize Permify Client	COMMENT
LOW	documentation/blog/2024-01-09-permify-access-control.md	253	## Step 4: Create Authorization Data to check user accesses.	COMMENT
LOW	documentation/blog/2024-01-09-permify-access-control.md	366	## Step 5: Creating more advanced permissions (Options)	COMMENT
LOW	documentation/blog/2024-12-12-router-use-params.md	39	### Step 1 - Install React Router	COMMENT
LOW	documentation/blog/2024-12-12-router-use-params.md	54	### Step 2 - How to set up React router	COMMENT
LOW	documentation/blog/2024-12-12-router-use-params.md	75	### Step 3 - How to set up routes	COMMENT
LOW	documentation/blog/2024-10-30-react-context.md	882	// Step 1: Create the Context	COMMENT
LOW	documentation/blog/2024-10-30-react-context.md	885	// Step 2: Set up the Provider component	COMMENT
LOW	documentation/blog/2024-10-30-react-context.md	899	// Step 3: Create a custom hook	COMMENT
LOW	documentation/blog/2022-08-24-mui-icons.md	59	### Step 1 - Install the Material UI Library	COMMENT
LOW	documentation/blog/2022-08-24-mui-icons.md	85	### Step 2 - Install the Material UI Icons package	COMMENT
LOW	documentation/blog/2022-08-24-mui-icons.md	117	### Step 3 - Import the Icons	COMMENT
LOW	documentation/blog/2022-08-24-mui-icons.md	148	### Step 4 - Displaying the icon on the DOM	COMMENT
LOW⚡	documentation/blog/2024-07-16-top-hosting.md	60	### Step 1 - Create a simple Refine application	COMMENT
LOW⚡	documentation/blog/2024-07-16-top-hosting.md	70	### Step 2 - Navigate to the project directory	COMMENT
LOW⚡	documentation/blog/2024-07-16-top-hosting.md	80	### Step 3 - Launch the development server	COMMENT
LOW	documentation/blog/2024-07-16-top-hosting.md	123	##### Step 1 - Install the Vercel command line tool	COMMENT
25 more matches not shown…

Synthetic Comment Markers13 hits · 70 pts

Severity	File	Line	Snippet	Context
HIGH	documentation/blog/2026-02-24-vibe-coding.md	90	Debugging AI-generated code. This is the sleeper issue. When something breaks in code you wrote, you have mental con	CODE
HIGH	documentation/blog/2023-09-06-daisy-ui-panel.md	1655	2. Navigate along the `/products` path to an action route in your browser and get the code from the page by clicking on	CODE
HIGH	documentation/blog/2023-09-06-daisy-ui-panel.md	1806	We'll grab the generated code from the page modal by clicking on the `Show the auto-generated code` button. It is pretty	CODE
HIGH	…entation/blog/2026-04-01-how-to-develop-app-with-ai.md	122	Security testing. Run your code through static analysis tools. Check for the [OWASP Top 10](https://owasp.org/www-pr	CODE
HIGH	…entation/blog/2026-04-01-how-to-develop-app-with-ai.md	186	### Is AI-generated code secure?	COMMENT
HIGH	…entation/blog/2026-04-01-how-to-develop-app-with-ai.md	190	### Will AI-generated code become harder to maintain over time?	COMMENT
HIGH	…l/1-getting-started/chakra-ui/3-generate-crud-pages.md	19	2. Inferencer generates code that is easy to customize. Instead of starting from scratch, you can use the auto-generated	CODE
HIGH	…ial/1-getting-started/mantine/3-generate-crud-pages.md	19	2. Inferencer generates code that is easy to customize. Instead of starting from scratch, you can use the auto-generated	CODE
HIGH	…utorial/1-getting-started/mui/3-generate-crud-pages.md	19	2. Inferencer generates code that is easy to customize. Instead of starting from scratch, you can use the auto-generated	CODE
HIGH	…torial/1-getting-started/antd/3-generate-crud-pages.md	19	2. Inferencer generates code that is easy to customize. Instead of starting from scratch, you can use the auto-generated	CODE
HIGH	…al/1-getting-started/headless/3-generate-crud-pages.md	22	2. Inferencer generates code that is easy to customize. Instead of starting from scratch, you can use the auto-generated	CODE
HIGH	…inferencer/src/components/shared-code-viewer/index.tsx	211	<span>Show the auto-generated code</span>	CODE
HIGH	…inferencer/src/components/shared-code-viewer/index.tsx	294	Auto-generated code by Inferencer	CODE

Hallucination Indicators5 hits · 65 pts

Severity	File	Line	Snippet	Context
CRITICAL	…ages/codemod/src/transformations/refine2-to-refine3.ts	570	const setEditIdProperty = path.parentPath.node.id.properties.find(	CODE
CRITICAL	…ages/codemod/src/transformations/refine2-to-refine3.ts	578	const editIdProperty = path.parentPath.node.id.properties.find(	CODE
CRITICAL⚡	…/codemod/src/transformations/v4/fix-v4-deprecations.ts	1048	const setSorterProperty = path.parentPath.node.id.properties.find(	CODE
CRITICAL⚡	…/codemod/src/transformations/v4/fix-v4-deprecations.ts	1056	const sorterPropery = path.parentPath.node.id.properties.find(	CODE
CRITICAL⚡	…/codemod/src/transformations/v4/fix-v4-deprecations.ts	1060	const sortersProperty = path.parentPath.node.id.properties.find(	CODE

Over-Commented Block53 hits · 53 pts

Severity	File	Line	Snippet	Context
LOW	documentation/tailwind.config.js	401	"new-badge-border-dark":	COMMENT
LOW	documentation/tailwind.config.js	421	#4D0099,	COMMENT
LOW	documentation/k8s/refine-documentation/Chart.yaml	1	apiVersion: v2	COMMENT
LOW	documentation/k8s/refine-documentation/Chart.yaml	21	# incremented each time you make changes to the application. Versions are not expected to	COMMENT
LOW	…ntation/docs/data/packages/rest-data-provider/index.md	441	// "error": "Validation failed",	COMMENT
LOW	…ntation/docs/data/packages/rest-data-provider/index.md	601	// API returns: { "data": { "id": 123, "title": "Updated Title" } }	COMMENT
LOW	examples/i18n-nextjs/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	examples/template-material-ui/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/tutorial-mantine/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/with-nextjs/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	examples/app-crm-minimal/README.MD	301	},	COMMENT
LOW	examples/blog-sveltekit-crud/src/app.d.ts	1	// See https://kit.svelte.dev/docs/types#app	COMMENT
LOW	examples/template-mantine/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/mern-dashboard-client/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/blog-react-dnd/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/blog-refine-react-hook-form/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/with-web3/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/with-remix-material-ui/remix.env.d.ts	1	/// <reference types="@remix-run/dev" />	COMMENT
LOW	examples/tutorial-chakra-ui/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/blog-responsive-navbar/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/blog-react-hook-dynamic-form/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/blog-ecommerce/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	examples/blog-react-memoization-memo/src/setupTests.js	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/finefoods-client/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	examples/with-remix-auth/remix.env.d.ts	1	/// <reference types="@remix-run/dev" />	COMMENT
LOW	examples/with-remix-vite-headless/env.d.ts	1	/// <reference types="vite/client" />	COMMENT
LOW	examples/blog-react-aria/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/template-headless/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/with-remix-antd/remix.env.d.ts	1	/// <reference types="@remix-run/dev" />	COMMENT
LOW	examples/with-nextjs-next-auth/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	examples/tutorial-material-ui/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/blog-refine-airtable-crud/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	…amples/blog-refine-antd-dynamic-form/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/tutorial-headless/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/blog-heroicons-example/src/setupTests.js	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/with-remix-headless/remix.env.d.ts	1	/// <reference types="@remix-run/dev" />	COMMENT
LOW	examples/template-chakra-ui/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/blog-material-ui/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/tutorial-antd/src/setupTests.ts	1	// jest-dom adds custom jest matchers for asserting on DOM nodes.	COMMENT
LOW	examples/store/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	examples/blog-next-refine-pwa/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	packages/core/src/contexts/data/types.ts	241	queryKey: QueryKey;	COMMENT
LOW	packages/refine-ui/next-env.d.ts	1	/// <reference types="next" />	COMMENT
LOW	packages/mui/src/components/buttons/show/index.tsx	41	if (isHidden) return null;	COMMENT
LOW	packages/mui/src/components/buttons/edit/index.tsx	41	if (isHidden) return null;	COMMENT
LOW	packages/mui/src/components/buttons/clone/index.tsx	41		COMMENT
LOW	packages/mui/src/components/buttons/list/index.tsx	41	// `startIcon` is extracted from rest props so it doesn't get passed to the	COMMENT
LOW	packages/mui/src/components/buttons/create/index.tsx	41		COMMENT
LOW	packages/appwrite/test/getList/index.mock.ts	921	// "queries%5B2%5D": "limit%2810%29",	COMMENT
LOW	packages/appwrite/test/getList/index.mock.ts	941	// $id: "health-and-fitness",	COMMENT
LOW	packages/appwrite/test/getList/index.mock.ts	961	// "Access-Control-Allow-Origin",	COMMENT
LOW	packages/appwrite/test/getList/index.mock.ts	981	// "Connection",	COMMENT
LOW	packages/devtools-ui/src/components/sidebar.tsx	301	// path: "/resource-viewer",	COMMENT

Hyper-Verbose Identifiers47 hits · 47 pts

Severity	File	Line	Snippet	Context
LOW	documentation/plugins/blog-plugin.js	222	function sortBlogPostsByDateDescending(blogPosts) {	CODE
LOW	documentation/plugins/blog-plugin.js	988	async function createCategoryPostsListPage(category) {	CODE
LOW	…/guides-concepts/forms/server-side-validation-core.tsx	4	export default function ServerSideValidationReactHookForm() {	CODE
LOW	…ides-concepts/forms/server-side-validation-mantine.tsx	4	export default function ServerSideValidationMantine() {	CODE
LOW	…es-concepts/forms/server-side-validation-chakra-ui.tsx	4	export default function ServerSideValidationChakraUi() {	CODE
LOW	…cepts/forms/server-side-validation-react-hook-form.tsx	4	export default function ServerSideValidationReactHookForm() {	CODE
LOW	…-concepts/routing/nextjs/resource-and-routes-usage.tsx	4	export function NextJSResourceAndRoutesUsage() {	CODE
LOW	…s-concepts/routing/remix/resource-and-routes-usage.tsx	4	export function RemixResourceAndRoutesUsage() {	CODE
LOW	…pts/routing/react-router/resource-and-routes-usage.tsx	4	export function ReactRouterResourceAndRoutesUsage() {	CODE
LOW	…concepts/routing/react-router/use-modal-form-usage.tsx	4	export function ReactRouterUseModalFormUsage() {	CODE
LOW	…outing/integrations/next-js/provider-client-server.tsx	4	export function NextJSAppProviderServerClient() {	CODE
LOW	documentation/blog/2024-11-12-react-date-picker.md	924	function DatePickerWithTranslation() {	CODE
LOW	documentation/blog/2024-08-15-react-web-socket.md	306	function handleClientDisconnection(userId) {	CODE
LOW	documentation/blog/2025-08-15-comments-in-code.md	162	function filterItemsByUserPermissions(items, permissions) {	CODE
LOW	…/guides-concepts/forms/server-side-validation-core.tsx	4	export default function ServerSideValidationReactHookForm() {	CODE
LOW	…ides-concepts/forms/server-side-validation-mantine.tsx	4	export default function ServerSideValidationMantine() {	CODE
LOW	…es-concepts/forms/server-side-validation-chakra-ui.tsx	4	export default function ServerSideValidationChakraUi() {	CODE
LOW	…cepts/forms/server-side-validation-react-hook-form.tsx	4	export default function ServerSideValidationReactHookForm() {	CODE
LOW	…-concepts/routing/nextjs/resource-and-routes-usage.tsx	4	export function NextJSResourceAndRoutesUsage() {	CODE
LOW	…s-concepts/routing/remix/resource-and-routes-usage.tsx	4	export function RemixResourceAndRoutesUsage() {	CODE
LOW	…pts/routing/react-router/resource-and-routes-usage.tsx	4	export function ReactRouterResourceAndRoutesUsage() {	CODE
LOW	…concepts/routing/react-router/use-modal-form-usage.tsx	4	export function ReactRouterUseModalFormUsage() {	CODE
LOW	…outing/integrations/next-js/provider-client-server.tsx	4	export function NextJSAppProviderServerClient() {	CODE
LOW	…ntation/src/refine-theme/landing-doc-search-button.tsx	9	>(function LandingDocSearchButtonComponent({ className, ...props }, ref) {	CODE
LOW	documentation/src/refine-theme/doc-card-list.tsx	9	function DocCardListForCurrentSidebarCategory({ className }) {	CODE
LOW	…entation/src/refine-theme/doc-generated-index-page.tsx	15	function DocCategoryGeneratedIndexPageMetadata({ categoryGeneratedIndex }) {	CODE
LOW	…entation/src/refine-theme/doc-generated-index-page.tsx	27	function DocCategoryGeneratedIndexPageContent({ categoryGeneratedIndex }) {	CODE
LOW	documentation/src/theme/BlogCategoryPostsPage/index.js	17	function BlogCategoryPostsPageMetadata(props) {	CODE
LOW	documentation/src/theme/BlogCategoryPostsPage/index.js	53	function BlogCategoryPostsPageContent(props) {	CODE
LOW	documentation/src/theme/SearchPage/index.js	43	function useDocsSearchVersionsHelpers() {	CODE
LOW	documentation/src/theme/BlogTagsPostsPage/index.js	34	function useBlogTagsPostsPageTitle(tag) {	CODE
LOW	documentation/src/theme/BlogTagsPostsPage/index.js	58	function BlogTagsPostsPageMetadata({ tag }) {	CODE
LOW	documentation/src/theme/Admonition/index.tsx	38	function extractMDXAdmonitionTitle(children) {	CODE
LOW	…/blog-refine-supabase-auth/src/components/ui/chart.tsx	302	function getPayloadConfigFromPayload(	CODE
LOW	…/components/refine-ui/data-table/data-table-filter.tsx	87	export function DataTableFilterDropdownActions({	CODE
LOW	…/components/refine-ui/data-table/data-table-filter.tsx	888	export function DataTableFilterOperatorSelect({	CODE
LOW	examples/store/src/components/product/helpers.ts	23	export function selectDefaultOptionFromProduct(	CODE
LOW	…amples/blog-next-refine-pwa/public/workbox-eac1af49.js	1461	async function executeQuotaErrorCallbacks() {	CODE
LOW	…kages/chakra-ui/src/components/fields/number/index.tsx	6	function toLocaleStringSupportsOptions() {	CODE
LOW	…src/definitions/helpers/generateDocumentTitle/index.ts	10	export function generateDefaultDocumentTitle(	CODE
LOW	packages/refine-ui/public/r/data-table.json	35	"content": "\"use client\";\n\nimport { useState, useEffect, useMemo } from \"react\";\nimport { useTranslate, typ	CODE
LOW	packages/refine-ui/registry/new-york/ui/chart.tsx	309	function getPayloadConfigFromPayload(	CODE
LOW	…ry/new-york/refine-ui/data-table/data-table-filter.tsx	87	export function DataTableFilterDropdownActions({	CODE
LOW	…ry/new-york/refine-ui/data-table/data-table-filter.tsx	897	export function DataTableFilterOperatorSelect({	CODE
LOW	packages/mantine/src/components/fields/number/index.tsx	6	function toLocaleStringSupportsOptions() {	CODE
LOW	packages/mui/src/components/fields/number/index.tsx	6	function toLocaleStringSupportsOptions() {	CODE
LOW	packages/antd/src/components/fields/number/index.tsx	4	function toLocaleStringSupportsOptions() {	CODE

AI Response Leakage6 hits · 32 pts

Severity	File	Line	Snippet	Context
HIGH	documentation/blog/2024-10-21-react-suspense.md	230	#### In this example:	COMMENT
HIGH	packages/strapi-v4/CHANGELOG.md	659	- [#1899](https://github.com/refinedev/refine/pull/1899) [`fbfea418a0`](https://github.com/refinedev/refine/commit/fbfea	CODE
HIGH	packages/nestjsx-crud/CHANGELOG.md	650	- [#1899](https://github.com/refinedev/refine/pull/1899) [`fbfea418a0`](https://github.com/refinedev/refine/commit/fbfea	CODE
HIGH	packages/simple-rest/CHANGELOG.md	623	- [#1899](https://github.com/refinedev/refine/pull/1899) [`fbfea418a0`](https://github.com/refinedev/refine/commit/fbfea	CODE
HIGH	packages/airtable/CHANGELOG.md	427	- [#1899](https://github.com/refinedev/refine/pull/1899) [`fbfea418a0`](https://github.com/refinedev/refine/commit/fbfea	CODE
HIGH	packages/strapi/CHANGELOG.md	445	- [#1899](https://github.com/refinedev/refine/pull/1899) [`fbfea418a0`](https://github.com/refinedev/refine/commit/fbfea	CODE

Overly Generic Function Names31 hits · 31 pts

Severity	File	Line	Snippet	Context
LOW	…outing/integrations/next-js/provider-client-server.tsx	83	async function getData() {	CODE
LOW	…outing/integrations/next-js/provider-client-server.tsx	83	async function getData() {	CODE
LOW	examples/i18n-nextjs/src/app/blog-posts/layout.tsx	17	async function getData() {	CODE
LOW	examples/i18n-nextjs/src/app/register/page.tsx	15	async function getData() {	CODE
LOW	examples/i18n-nextjs/src/app/update-password/page.tsx	15	async function getData() {	CODE
LOW	examples/i18n-nextjs/src/app/forgot-password/page.tsx	15	async function getData() {	CODE
LOW	examples/i18n-nextjs/src/app/categories/layout.tsx	17	async function getData() {	CODE
LOW	examples/i18n-nextjs/src/app/login/page.tsx	15	async function getData() {	CODE
LOW	examples/with-nextjs/src/app/blog-posts/layout.tsx	17	async function getData() {	CODE
LOW	examples/with-nextjs/src/app/register/page.tsx	15	async function getData() {	CODE
LOW	examples/with-nextjs/src/app/update-password/page.tsx	15	async function getData() {	CODE
LOW	examples/with-nextjs/src/app/forgot-password/page.tsx	15	async function getData() {	CODE
LOW	examples/with-nextjs/src/app/categories/layout.tsx	17	async function getData() {	CODE
LOW	examples/with-nextjs/src/app/login/page.tsx	15	async function getData() {	CODE
LOW	examples/with-remix-material-ui/app/entry.server.tsx	9	export default function handleRequest(	CODE
LOW	…les/with-nextjs-headless/src/app/blog-posts/layout.tsx	15	async function getData() {	CODE
LOW	examples/with-nextjs-headless/src/app/register/page.tsx	15	async function getData() {	CODE
LOW	…/with-nextjs-headless/src/app/update-password/page.tsx	15	async function getData() {	CODE
LOW	…/with-nextjs-headless/src/app/forgot-password/page.tsx	15	async function getData() {	CODE
LOW	examples/with-nextjs-headless/src/app/login/page.tsx	23	async function getData() {	CODE
LOW	examples/finefoods-client/src/app/orders/[id]/page.tsx	40	async function getData(props: GetDataProps) {	CODE
LOW	…es/finefoods-client/src/app/categories/[id]/layout.tsx	48	async function getData() {	CODE
LOW	…ples/finefoods-client/src/app/categories/[id]/page.tsx	50	async function getData(props: GetDataProps) {	CODE
LOW	examples/with-remix-auth/app/entry.server.tsx	5	export default function handleRequest(	CODE
LOW	examples/with-remix-vite-headless/app/entry.server.tsx	5	export default function handleRequest(	CODE
LOW	examples/with-remix-antd/app/entry.server.tsx	5	export default function handleRequest(	CODE
LOW	…es/with-nextjs-next-auth/src/app/blog-posts/layout.tsx	17	async function getData() {	CODE
LOW	…es/with-nextjs-next-auth/src/app/categories/layout.tsx	17	async function getData() {	CODE
LOW	examples/with-nextjs-next-auth/src/app/login/layout.tsx	18	async function getData() {	CODE
LOW	examples/with-nextjs-next-auth/src/app/login/page.tsx	37	async function getData() {	CODE
LOW	examples/with-remix-headless/app/entry.server.tsx	5	export default function handleRequest(	CODE

Magic Placeholder Names5 hits · 25 pts

Severity	File	Line	Snippet	Context
HIGH	documentation/docs/advanced-tutorials/real-time.md	42	export const ablyClient = new Ably.Realtime("your-api-key");	CODE
HIGH	…ntation/docs/data/packages/rest-data-provider/index.md	1826	request.headers.set("X-API-Key", "your-api-key");	CODE
HIGH	documentation/blog/2023-08-12-react-admin-vs-refine.md	516	const ablyClient = new Ably.Realtime("your-api-key");	CODE
HIGH	…d_docs/version-3.xx.xx/advanced-tutorials/real-time.md	37	export const ablyClient = new Ably.Realtime("your-api-key");	CODE
HIGH	…d_docs/version-4.xx.xx/advanced-tutorials/real-time.md	42	export const ablyClient = new Ably.Realtime("your-api-key");	CODE

Verbosity Indicators11 hits · 22 pts

Severity	File	Line	Snippet	Context
LOW	…re/src/definitions/helpers/router/check-by-segments.ts	16	// we need to check if the route and resourceRoute have the same number of segments	COMMENT
LOW⚡	packages/react-hook-form/src/useModalForm/index.spec.ts	407	// Step 1: Open create modal - should work	COMMENT
LOW⚡	packages/react-hook-form/src/useModalForm/index.spec.ts	413	// Step 2: Close modal	COMMENT
LOW⚡	packages/react-hook-form/src/useModalForm/index.spec.ts	419	// Step 3: Switch to edit action	COMMENT
LOW⚡	packages/react-hook-form/src/useModalForm/index.spec.ts	422	// Step 4: Open edit modal with ID - should work	COMMENT
LOW⚡	packages/react-hook-form/src/useModalForm/index.spec.ts	428	// Step 5: Close modal	COMMENT
LOW⚡	packages/react-hook-form/src/useModalForm/index.spec.ts	434	// Step 6: Switch back to create action	COMMENT
LOW⚡	packages/react-hook-form/src/useModalForm/index.spec.ts	437	// Step 7: Try to open create modal again	COMMENT
LOW	…sformations/v5/mutation-result-to-mutation-property.ts	18	// Step 1: Find all destructuring assignments from mutation hooks and track variable mappings	COMMENT
LOW	…sformations/v5/mutation-result-to-mutation-property.ts	117	// Step 2: Update variable usages based on mappings	COMMENT
LOW	…sformations/v5/mutation-result-to-mutation-property.ts	134	// Step 3: Transform direct property access on mutation variables	COMMENT

Decorative Section Separators6 hits · 18 pts

Severity	File	Line	Snippet	Context
MEDIUM	documentation/src/components/json-ld/index.tsx	5	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	documentation/src/components/json-ld/index.tsx	7	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	documentation/src/components/json-ld/index.tsx	35	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	documentation/src/components/json-ld/index.tsx	37	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	documentation/src/components/json-ld/index.tsx	109	// ────────────────────────────────────────────────────────────────────────────	COMMENT
MEDIUM	documentation/src/components/json-ld/index.tsx	111	// ────────────────────────────────────────────────────────────────────────────	COMMENT

Modern AI Meta-Vocabulary7 hits · 14 pts

Severity	File	Line	Snippet	Context
MEDIUM	documentation/tutorial/essentials/setup/index.md	31	To learn more about Vite and project creation, you can visit [Vite's documentation](https://vitejs.dev/guide/#scaffoldin	CODE
MEDIUM	documentation/blog/2023-09-06-daisy-ui-panel.md	59	Refine's [Inferencer](https://refine.dev/core/docs/api-reference/core/components/inferencer/#usage) is a powerfu	CODE
MEDIUM	packages/chakra-ui/CHANGELOG.md	537	- [#5737](https://github.com/refinedev/refine/pull/5737) [`4e8188a6652`](https://github.com/refinedev/refine/commit/4e81	CODE
MEDIUM	packages/core/CHANGELOG.md	1298	- [#5737](https://github.com/refinedev/refine/pull/5737) [`4e8188a6652`](https://github.com/refinedev/refine/commit/4e81	CODE
MEDIUM	packages/mantine/CHANGELOG.md	491	- [#5737](https://github.com/refinedev/refine/pull/5737) [`4e8188a6652`](https://github.com/refinedev/refine/commit/4e81	CODE
MEDIUM	packages/mui/CHANGELOG.md	741	- [#5737](https://github.com/refinedev/refine/pull/5737) [`4e8188a6652`](https://github.com/refinedev/refine/commit/4e81	CODE
MEDIUM	packages/antd/CHANGELOG.md	801	- [#5737](https://github.com/refinedev/refine/pull/5737) [`4e8188a6652`](https://github.com/refinedev/refine/commit/4e81	CODE

Docstring Block Structure1 hit · 5 pts

Severity	File	Line	Snippet	Context
HIGH	documentation/blog/2025-08-15-comments-in-code.md	84	Connects to the database and returns a connection object. Args: user (str): The username for the database.	STRING

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

Severity	File	Line	Snippet	Context
HIGH	…amples/blog-next-refine-pwa/public/workbox-eac1af49.js	70	print(method, args);	CODE

Slop Phrases1 hit · 3 pts

Severity	File	Line	Snippet	Context
MEDIUM	packages/core/src/hooks/form/types.ts	177	* If you customize the [`optimisticUpdateMap`](https://refine.dev/docs/api-reference/core/hooks/data/useUpdateMany/#o	COMMENT

refinedev/refine

Open-Source Code Quality, Security and Technical Debt Review