Independent technical audit

starwind.dev

Overall AI readiness score

A combined result across all audit signals.

Average

AI readiness audit: 9/26/2026Public technical data

Overall AI readiness assessment

How ready starwind.dev is for AI systems

72/100

Starwind UI (starwind.dev) received an AI-readiness score of 72/100 in an automated technical audit. llms.txt was accessible, llms-full.txt was accessible, and ai.txt was not found. The robots.txt analysis found 0 explicitly allowed and 0 blocked AI crawlers, with 1 declared sitemap. Homepage markup completeness was 0%; no Schema.org types were detected and 0 OpenGraph tags were detected. Results reflect the public site response observed on 2026-09-26T03:18:28.371Z.

Audit context

llms.txt is accessible and contains 3,753 tokens. An expanded llms-full.txt is also available with 438,962 tokens, giving agents more direct context. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.

robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 1. No Schema.org type was detected on the homepage. 0 OpenGraph tags were found and markup completeness is 0%, leaving more entity interpretation to crawlers.

The mobile Lighthouse profile adds Performance 88/100, Accessibility 85/100, Best Practices 100/100, SEO 100/100, and experimental Agentic Browsing 67/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.

Confirmed strengths

Accessible llms.txt
Expanded llms-full.txt
1 sitemap declaration

Priority improvements

1Add JSON-LD for the organisation, website, and core entities.
2Complete OpenGraph and canonical homepage metadata.
3Reduce mobile rendering delay and main-thread work.
4Clarify semantics, labels, and interactive states.

llms.txt tokens3,753

llms-full.txt tokens438,962

ai.txt

sitemap.xml

Google Lighthouse technical profile

A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.

Mobile · Lighthouse

Performance

Accessibility

100

Best Practices

100

Technical SEO

Agentic Browsing

What these results mean

Mobile performance is 88/100, with the largest visible content block appearing in 3.5 s and the browser main thread blocked for 0 ms. Layout shift was 0. The main thread is where the browser runs JavaScript, calculates layout, and paints the page; long work there delays both user input and browser-agent actions.

Accessibility scored 85/100, Best Practices 100/100, and technical SEO 100/100. The experimental Agentic Browsing category scored 67/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.

Free the main thread and accelerate the first view

Split long JavaScript tasks, defer non-critical scripts and styles, and shorten blocking request chains. This helps the primary content appear sooner and makes controls usable earlier.

Reduce code that loads without helping the page

Remove unused CSS and JavaScript, load heavy widgets on demand, and limit third-party scripts. Less code means less parsing and background work on the device.

Reduce network delay

Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.

Make controls unambiguous

Give buttons and links accessible names, associate labels with fields, and use ordered headings and semantic regions. The same structure helps screen readers and software agents understand actions.

FCP2.5 s

First content

LCP3.5 s

Main content

CLS0

Layout stability

TBT0 ms

Blocking time

SI2.5 s

Visual speed

Metric glossary

FCP · First content: When the first text or image appeared on screen.
LCP · Main content: When the largest visible element in the first viewport rendered.
CLS · Layout stability: How much content shifted unexpectedly while loading; lower is better.
TBT · Blocking time: How long the browser main thread could not respond quickly to input.
SI · Visual speed: How quickly the visible viewport filled with content.

9/26/2026Lighthouse 13.5.0Mobile profile

AI readiness checks

Machine-readable files, crawler policy, discovery, and homepage markup.

llms.txt

File found and accessible

https://starwind.dev/llms.txt

llms-full.txt

Full version is available

https://starwind.dev/llms-full.txt

ai.txt

ai.txt file was not found

robots.txt

File found

https://starwind.dev/robots.txt

Sitemap in robots.txt1

1 sitemap found

Schema.org (JSON-LD)

Schema.org markup was not found on the homepage

OpenGraph

OpenGraph tags were not found on the homepage

AI bot access

Based on robots.txt analysis

GPTBotNot mentioned

OAI-SearchBotNot mentioned

ChatGPT-UserNot mentioned

Google-ExtendedNot mentioned

ClaudeBotNot mentioned

Claude-SearchBotNot mentioned

Claude-UserNot mentioned

BytespiderNot mentioned

CCBotNot mentioned

PerplexityBotNot mentioned

Perplexity-UserNot mentioned

Sitemaps

Declared discovery routes for crawlers and agents.

https://starwind.dev/sitemap-index.xml

# Starwind UI

> Starwind UI is a layered UI system with styled components, Primitive adapters, a framework-agnostic Runtime, and a raw HTML surface.

## Choose A Usage Surface

- [Styled Components](https://starwind.dev/docs/components/): User-facing styled components with Starwind visual defaults, slots, variants, framework availability, and Behavior Foundation metadata.
- [Primitive Adapters](https://starwind.dev/docs/primitives/): Framework-specific unstyled adapter packages that render Runtime primitive anatomy for Astro, React, and the Vue 3.5 public beta.
- [Runtime](https://starwind.dev/docs/runtime/): Framework-agnostic behavior controllers, create* factories, lifecycle cleanup, and theme helpers.
- [Raw HTML Surface](https://starwind.dev/docs/runtime/#raw-html): Direct DOM usage where authors provide data-sw-* markup and initialize behavior with initStarwind or create* factories.

Styled component pages document their additional styled API first, including variants, wrapper props, defaults, and inheritance. They then link to the Primitive and Runtime API for behavior, state, events, form participation, and imperative setters. Behavior Foundation metadata explains the relationship between those layers. Check framework availability before recommending a component. Vue 3.5 is in public beta; install @starwind-ui/vue@beta and use starwind@latest. Its API can change during 0.x. Styled Image remains Astro-only. Component examples include Vue source tabs; current styled API tables cover Astro and React.

## CLI Essentials

`starwind init` configures a project. `starwind migrate` moves a legacy Astro project to Runtime-backed styled components. Use `starwind add <name>`, `starwind update <name>`, `starwind docs <name>`, and `starwind search <query>` for styled components.

Use `starwind primitives add <name>`, `starwind primitives update <name>`, `starwind primitives list`, and `starwind search --primitives` for vendored Primitive source. Runtime and framework adapter packages remain package-manager dependencies.

## Installable Styled Components

- [Accordion](https://starwind.dev/docs/components/accordion/) ([Markdown](https://starwind.dev/docs/components/accordion.md)): Direct primitive; Astro available; React available; Vue beta; 4 documented styled exports.
- [Alert](https://starwind.dev/docs/components/alert/) ([Markdown](https://starwind.dev/docs/components/alert.md)): Styled only; Astro available; React available; Vue beta; 3 documented styled exports.
- [Alert Dialog](https://starwind.dev/docs/components/alert-dialog/) ([Markdown](https://starwind.dev/docs/components/alert-dialog.md)): Direct primitive; Astro available; React available; Vue beta; 9 documented styled exports.
- [Aspect Ratio](https://starwind.dev/docs/components/aspect-ratio/) ([Markdown](https://starwind.dev/docs/components/aspect-ratio.md)): Styled only; Astro available; React available; Vue beta; 1 documented styled export.
- [Avatar](https://starwind.dev/docs/components/avatar/) ([Markdown](https://starwind.dev/docs/components/avatar.md)): Direct primitive; Astro available; React available; Vue beta; 3 documented styled exports.
- [Badge](https://starwind.dev/docs/components/badge/) ([Markdown](https://starwind.dev/docs/components/badge.md)): Styled only; Astro available; React available; Vue beta; 1 documented styled export.
- [Breadcrumb](https://starwind.dev/docs/components/breadcrumb/) ([Markdown](https://starwind.dev/docs/components/breadcrumb.md)): Styled only; Astro available; React available; Vue beta; 7 documented styled exports.
- [Button](https://starwind.dev/docs/components/button/) ([Markdown](https://starwind.dev/docs/components/button.md)): Mixed conditional; Astro available; React available; Vue beta; 1 documented styled export.
- [Button Group](https://starwind.dev/docs/components/button-group/) ([Markdown](https://starwind.dev/docs/components/button-group.md)): Styled only; Astro available; React available; Vue beta; 3 documented styled exports.
- [Card](https://starwind.dev/docs/components/card/) ([Markdown](https://starwind.dev/docs/components/card.md)): Styled only; Astro available; React available; Vue beta; 7 documented styled exports.
- [Carousel](https://starwind.dev/docs/components/carousel/) ([Markdown](https://starwind.dev/docs/components/carousel.md)): Direct primitive; Astro available; React available; Vue beta; 5 documented styled exports.
- [Checkbox](https://starwind.dev/docs/components/checkbox/) ([Markdown](https://starwind.dev/docs/components/checkbox.md)): Direct primitive; Astro available; React available; Vue beta; 1 documented styled export.
- [Checkbox Group](https://starwind.dev/docs/components/checkbox-group/) ([Markdown](https://starwind.dev/docs/components/checkbox-group.md)): Direct primitive; Astro available; React available; Vue beta; 1 documented styled export.
- [Collapsible](https://starwind.dev/docs/components/collapsible/) ([Markdown](https://starwind.dev/docs/components/collapsible.md)): Direct primitive; Astro available; React available; Vue beta; 3 documented styled exports.
- [Color Picker](https://starwind.dev/docs/components/color-picker/) ([Markdown](https://starwind.dev/docs/components/color-picker.md)): Direct primitive; Astro available; React available; Vue beta; 12 documented styled exports.
- [Combobox](https://starwind.dev/docs/components/combobox/) ([Markdown](https://starwind.dev/docs/components/combobox.md)): Direct primitive; Astro available; React available; Vue beta; 15 documented styled exports.
- [Context Menu](https://starwind.dev/docs/components/context-menu/) ([Markdown](https://starwind.dev/docs/components/context-menu.md)): Direct primitive; Astro available; React available; Vue beta; 16 documented styled exports.
- [Dialog](https://starwind.dev/docs/components/dialog/) ([Markdown](https://starwind.dev/docs/components/dialog.md)): Direct primitive; Astro available; React available; Vue beta; 8 documented styled exports.
- [Dropdown](https://starwind.dev/docs/components/dropdown/) ([Markdown](https://starwind.dev/docs/components/dropdown.md)): Renamed primitive; Astro available; React available; Vue beta; 17 documented styled exports.
- [Dropzone](https://starwind.dev/docs/components/dropzone/) ([Markdown](https://starwind.dev/docs/components/dropzone.md)): Direct primitive; Astro available; React available; Vue beta; 4 documented styled exports.
- [Field](https://starwind.dev/docs/components/field/) ([Markdown](https://starwind.dev/docs/components/field.md)): Composite; Astro available; React available; Vue beta; 13 documented styled exports.
- [Form](https://starwind.dev/docs/components/form/) ([Markdown](https://starwind.dev/docs/components/form.md)): Direct primitive; Astro available; React available; Vue beta; 2 documented styled exports.
- [Hover Card](https://starwind.dev/docs/components/hover-card/) ([Markdown](https://starwind.dev/docs/components/hover-card.md)): Renamed primitive; Astro available; React available; Vue beta; 3 documented styled exports.
- [Image](https://starwind.dev/docs/components/image/) ([Markdown](https://starwind.dev/docs/components/image.md)): Styled only; Astro available; React framework native; Vue unsupported; 1 documented styled export.
- [Input](https://starwind.dev/docs/components/input/) ([Markdown](https://starwind.dev/docs/components/input.md)): Direct primitive; Astro available; React available; Vue beta; 1 documented styled export.
- [Input Group](https://starwind.dev/docs/components/input-group/) ([Markdown](https://starwind.dev/docs/components/input-group.md)): Styled only; Astro available; React available; Vue beta; 6 documented styled exports.
- [Input Otp](https://starwind.dev/docs/components/input-otp/) ([Markdown](https://starwind.dev/docs/components/input-otp.md)): Direct primitive; Astro available; React available; Vue beta; 4 documented styled exports.
- [Item](https://starwind.dev/docs/components/item/) ([Markdown](https://starwind.dev/docs/components/item.md)): Styled only; Astro available; React available; Vue beta; 10 documented styled exports.
- [Kbd](https://starwind.dev/docs/components/kbd/) ([Markdown](https://starwind.dev/docs/components/kbd.md)): Styled only; Astro available; React available; Vue beta; 2 documented styled exports.
- [Label](https://starwind.dev/docs/components/label/) ([Markdown](https://starwind.dev/docs/components/label.md)): Styled only; Astro available; React available; Vue beta; 1 documented styled export.
- [Native Select](https://starwind.dev/docs/components/native-select/) ([Markdown](https://starwind.dev/docs/components/native-select.md)): Styled only; Astro available; React available; Vue beta; 3 documented styled exports.
- [Navigation Menu](https://starwind.dev/docs/components/navigation-menu/) ([Markdown](https://starwind.dev/docs/components/navigation-menu.md)): Direct primitive; Astro available; React available; Vue beta; 8 documented styled exports.
- [Pagination](https://starwind.dev/docs/components/pagination/) ([Markdown](https://starwind.dev/docs/components/pagination.md)): Styled only; Astro available; React available; Vue beta; 7 documented styled exports.
- [Popover](https://starwind.dev/docs/components/popover/) ([Markdown](https://starwind.dev/docs/components/popover.md)): Direct primitive; Astro available; React available; Vue beta; 6 documented styled exports.
- [Progress](https://starwind.dev/docs/components/progress/) ([Markdown](https://starwind.dev/docs/components/progress.md)): Direct primitive; Astro available; React available; Vue beta; 1 documented styled export.
- [Prose](https://starwind.dev/docs/components/prose/) ([Markdown](https://starwind.dev/docs/components/prose.md)): Styled only; Astro available; React available; Vue beta; 1 documented styled export.
- [Radio Group](https://starwind.dev/docs/components/radio-group/) ([Markdown](https://starwind.dev/docs/components/radio-group.md)): Composite; Astro available; React available; Vue beta; 2 documented styled exports.
- [Scroll Area](https://starwind.dev/docs/components/scroll-area/) ([Markdown](https://starwind.dev/docs/components/scroll-area.md)): Direct primitive; Astro available; React available; Vue beta; 6 documented styled exports.
- [Select](https://starwind.dev/docs/components/select/) ([Markdown](https://starwind.dev/docs/components/select.md)): Direct primitive; Astro available; React available; Vue beta; 12 documented styled exports.
- [Separator](https://starwind.dev/docs/components/separator/) ([Markdown](https://starwind.dev/docs/components/separator.md)): Styled only; Astro available; React available; Vue beta; 1 documented styled export.
- [Sheet](https://starwind.dev/docs/components/sheet/) ([Markdown](https://starwind.dev/docs/components/sheet.md)): Renamed primitive; Astro available; React available; Vue beta; 8 documented styled exports.
- [Sidebar](https://starwind.dev/docs/components/sidebar/) ([Markdown](https://starwind.dev/docs/components/sidebar.md)): Direct primitive; Astro available; React available; Vue beta; 23 documented styled exports.
- [Skeleton](https://starwind.dev/docs/components/skeleton/) ([Markdown](https://starwind.dev/docs/components/skeleton.md)): Styled only; Astro available; React available; Vue beta; 1 documented styled export.
- [Slider](https://starwind.dev/docs/components/slider/) ([Markdown](https://starwind.dev/docs/components/slider.md)): Direct primitive; Astro available; React available; Vue beta; 1 documented styled export.
- [Spinner](https://starwind.dev/docs/components/spinner/) ([Markdown](https://starwind.dev/docs/components/spinner.md)): Styled only; Astro available; React available; Vue beta; 1 documented styled export.
- [Switch](https://starwind.dev/docs/components/switch/) ([Markdown](https://starwind.dev/docs/components/switch.md)): Direct primitive; Astro available; React available; Vue beta; 1 documented styled export.
- [Table](https://starwind.dev/docs/components/table/) ([Markdown](https://starwind.dev/docs/components/table.md)): Styled only; Astro available; React available; Vue beta; 8 documented styled exports.
- [Tabs](https://starwind.dev/docs/components/tabs/) ([Markdown](https://starwind.dev/docs/components/tabs.md)): Direct primitive; Astro available; React available; Vue beta; 4 documented styled exports.
- [Textarea](https://starwind.dev/docs/components/textarea/) ([Markdown](https://starwind.dev/docs/components/textarea.md)): Styled only; Astro available; React available; Vue beta; 1 documented styled export.
- [Theme Toggle](https://starwind.dev/docs/components/theme-toggle/) ([Markdown](https://starwind.dev/docs/components/theme-toggle.md)): Styled only; Astro available; React available; Vue beta; 1 documented styled export.
- [Toast](https://starwind.dev/docs/components/toast/) ([Markdown](https://starwind.dev/docs/components/toast.md)): Direct primitive; Astro available; React available; Vue beta; 8 documented styled exports.
- [Toggle](https://starwind.dev/docs/components/toggle/) ([Markdown](https://starwind.dev/docs/components/toggle.md)): Direct primitive; Astro available; React available; Vue beta; 1 documented styled export.
- [Toggle Group](https://starwind.dev/docs/components/toggle-group/) ([Markdown](https://starwind.dev/docs/components/toggle-group.md)): Composite; Astro available; React available; Vue beta; 2 documented styled exports.
- [Tooltip](https://starwind.dev/docs/components/tooltip/) ([Markdown](https://starwind.dev/docs/components/tooltip.md)): Direct primitive; Astro available; React available; Vue beta; 3 documented styled exports.
- [Video](https://starwind.dev/docs/components/video/) ([Markdown](https://starwind.dev/docs/components/video.md)): Styled only; Astro available; React available; Vue beta; 1 documented styled export.

## AI And Documentation Links

- [Components](https://starwind.dev/docs/components/)
- [Primitive adapters](https://starwind.dev/docs/primitives/)
- [Runtime and raw HTML](https://starwind.dev/docs/runtime/)
- [Theming](https://starwind.dev/docs/getting-started/theming/)
- [Astro installation](https://starwind.dev/docs/frameworks/astro/)
- [Vue beta usage](https://starwind.dev/docs/getting-started/installation/#vue-beta)
- [Vite Vue installation](https://starwind.dev/docs/frameworks/vite-vue/)
- [Nuxt installation](https://starwind.dev/docs/frameworks/nuxt/)
- [Laravel Inertia Vue installation](https://starwind.dev/docs/frameworks/laravel-inertia-vue/)
- [Quasar installation](https://starwind.dev/docs/frameworks/quasar/)
- [Vite React installation](https://starwind.dev/docs/frameworks/vite-react/)
- [Next.js installation](https://starwind.dev/docs/frameworks/nextjs/)
- [TanStack Start installation](https://starwind.dev/docs/frameworks/tanstack-start/)
- [React Router installation](https://starwind.dev/docs/frameworks/react-router/)
- Per-page Markdown: append `.md` to a docs URL.
- Structured manifest: [ai-manifest.json](https://starwind.dev/ai-manifest.json)

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Added 9/26/2026