UI Hub 是一个每日更新的免费 UI 资源目录,给设计师、前端开发者和做界面的 AI Agent 用:共 2,395 条资源,其中 133 个组件库、1,929 个带明暗预览的组件样式示例,另有设计 skill 与 AI 设计技巧文章。UI Hub 是一個每日更新的免費 UI 資源目錄,給設計師、前端開發者和做介面的 AI Agent 用:共 2,395 條資源,其中 133 個元件庫、1,929 個附明暗預覽的元件樣式示例,另有設計 skill 與 AI 設計技巧文章。UI Hub is a free, daily-updated directory of UI resources for designers, front-end developers and AI agents that build interfaces: 2,395 resources, including 133 component libraries and 1,929 component style demos with light/dark previews, plus design skills and AI design articles.UI Hub は、デザイナー・フロントエンド開発者・UI を作る AI エージェント向けの、毎日更新される無料の UI リソース集です。全 2,395 件(コンポーネントライブラリ 133 件、ライト/ダーク対応のスタイルデモ 1,929 件)に加え、デザインスキルと AI デザイン記事を掲載しています。UI Hub는 디자이너, 프론트엔드 개발자, 인터페이스를 만드는 AI 에이전트를 위한 매일 업데이트되는 무료 UI 리소스 디렉터리입니다. 총 2,395개 리소스(컴포넌트 라이브러리 133개, 라이트/다크 미리보기가 있는 스타일 데모 1,929개)와 디자인 스킬, AI 디자인 글을 제공합니다.UI Hub ialah direktori sumber UI percuma yang dikemas kini setiap hari untuk pereka, pembangun front-end dan ejen AI yang membina antara muka: 2,395 sumber, termasuk 133 pustaka komponen dan 1,929 demo gaya komponen dengan pratonton terang/gelap, serta kemahiran reka bentuk dan artikel reka bentuk AI.UI Hub là danh mục tài nguyên UI miễn phí, cập nhật hằng ngày, dành cho nhà thiết kế, lập trình viên front-end và AI agent dựng giao diện: 2,395 tài nguyên, gồm 133 thư viện component và 1,929 mẫu phong cách component có xem trước sáng/tối, cùng skill thiết kế và bài viết về thiết kế với AI.UI Hub est un annuaire gratuit de ressources UI, mis à jour chaque jour, pour designers, développeurs front-end et agents IA qui construisent des interfaces : 2,395 ressources, dont 133 bibliothèques de composants et 1,929 démos de styles avec aperçus clair/sombre, plus des skills de design et des articles sur le design avec l’IA.UI Hub es un directorio gratuito de recursos de UI, actualizado a diario, para diseñadores, desarrolladores front-end y agentes de IA que construyen interfaces: 2,395 recursos, incluidas 133 bibliotecas de componentes y 1,929 demos de estilos con vista clara/oscura, además de skills de diseño y artículos de diseño con IA.UI Hub ist ein kostenloses, täglich aktualisiertes Verzeichnis von UI-Ressourcen für Designer, Frontend-Entwickler und KI-Agents, die Oberflächen bauen: 2,395 Ressourcen, darunter 133 Komponentenbibliotheken und 1,929 Komponenten-Stildemos mit Hell/Dunkel-Vorschau, dazu Design-Skills und Artikel zu KI-Design.

← 返回博客返回部落格Back to blogブログへ戻る블로그로Kembali ke blogVề blogRetour au blogVolver al blogZurück zum Blog · 设计手艺設計手藝Craftクラフト디자인 기본기KemahiranTay nghềSavoir-faireOficioHandwerk · 2026-10-14 · 9 分钟阅读9 分鐘閱讀6 min read6 分で読めます6 분 읽기6 min bacaan6 phút đọc6 min de lecture6 min de lectura6 Min. Lesezeit

AI 生成界面的无障碍:模型常漏的检查项AI 生成介面的無障礙:模型常漏的檢查項Accessibility in AI-generated UI: the checks models skipAI生成UIのアクセシビリティ:モデルが飛ばすチェックAI 생성 UI의 접근성: 모델이 빠뜨리는 점검Kebolehcapaian dalam UI jana AI: semakan yang dilangkau modelKhả năng tiếp cận trong UI do AI tạo: những kiểm tra mô hình bỏ quaAccessibilité de l'UI générée par IA : les vérifications oubliéesAccesibilidad en UI generada por IA: las comprobaciones que se saltanBarrierefreiheit in KI-generierter UI: die übersprungenen Checks

生成的界面看着没问题,键盘和读屏却用不了。先用无障碍底层组件,再按 WCAG 2.2 走查。生成的介面看著沒問題,鍵盤和讀屏卻用不了。先用無障礙底層元件,再按 WCAG 2.2 檢查。Generated UIs look fine and fail keyboards and screen readers. Start from accessible primitives, then audit against WCAG 2.2.見た目は良くてもキーボードやスクリーンリーダーで失敗。アクセシブルな基盤からWCAG 2.2で監査。보기엔 괜찮아도 키보드·스크린리더에서 실패. 접근성 기반에서 시작해 WCAG 2.2로 점검.Nampak baik tetapi gagal untuk papan kekunci dan pembaca skrin. Mula dengan primitif boleh capai, audit dengan WCAG 2.2.Trông ổn nhưng hỏng với bàn phím và trình đọc màn hình. Dùng primitive dễ tiếp cận, kiểm theo WCAG 2.2.Belles mais inutilisables au clavier. Partir de primitives accessibles, auditer selon WCAG 2.2.Se ven bien pero fallan con teclado y lector. Parte de primitivas accesibles y audita con WCAG 2.2.Sieht gut aus, scheitert an Tastatur und Screenreader. Mit barrierefreien Primitives starten, nach WCAG 2.2 prüfen.

Accessibility in AI-generated UI: the checks models skip

正文以簡體中文顯示。

本文は英語で表示しています。

본문은 영어로 표시됩니다.

Kandungan dipaparkan dalam bahasa Inggeris.

Nội dung hiển thị bằng tiếng Anh.

Le corps de l’article est en anglais.

El cuerpo del artículo está en inglés.

Der Beitragstext ist auf Englisch.

Models optimise for what a screenshot shows. Focus order, accessible names, keyboard behaviour and live regions do not show up in screenshots, so they are the first things to go missing from generated UI. The good news is that the failures are predictable. This post lists the checks models skip most often, gives the fix for each, and shows how to make accessibility part of the agent's definition of done instead of a final pass nobody has time for.

Grid of six accessibility checks AI-generated UIs often miss
Grid of six accessibility checks AI-generated UIs often miss · Diagram: original by UI Hub, CC BY 4.0

Why generated UI fails in the same places

A generator learns from millions of pages, and a large share of the web has accessibility problems. Automated audits of popular home pages keep finding the same short list: low-contrast text, missing alternative text, empty links and buttons, missing form labels. Those are exactly the patterns a model reproduces when nobody asks for anything else. The fix is not a smarter model; it is explicit constraints plus a check the agent runs itself.

The checks models skip most

1. Clickable divs. <div onClick> looks like a button and is not one: no focus, no Enter or Space, no role. Use <button> for actions and <a href> for navigation.

<!-- generated -->
<div class="btn" onclick="save()">Save</div>

<!-- fixed -->
<button type="button" class="btn" onclick="save()">Save</button>
WCAG 2.2 specification
WCAG 2.2 specification · Screenshot: W3C (www.w3.org), captured 2026-10-14. © the original site.

2. Missing focus styles. Generators often add outline: none to remove the browser ring because it "looks messy" in screenshots. Replace it, don't remove it:

:focus { outline: none; }
:focus-visible { outline: 2px solid var(--accent); outline-offset: 2px; }

:focus-visible shows the ring for keyboard users and hides it for most mouse clicks, which is what designers usually wanted in the first place.

3. Icon-only buttons with no name. A trash icon is obvious to sighted users and silent to a screen reader. Add aria-label="Delete project" or visually hidden text.

4. Contrast of secondary text. Grey-on-grey captions, placeholders and disabled labels are the most common WCAG failure (success criterion 1.4.3 asks for 4.5:1 for normal text). Check both themes.

5. Target size. WCAG 2.2 adds 2.5.8 Target Size (Minimum): interactive targets should be at least 24×24 CSS pixels, or have enough spacing. Tiny close buttons and dense icon toolbars fail it on phones.

6. Dialogs without focus management. A modal must move focus inside when it opens, keep Tab inside while open, close on Escape and return focus to the trigger. The ARIA Authoring Practices Guide documents the pattern; Radix, React Aria and the native <dialog> element implement it.

7. Forms without labels. Placeholder text is not a label; it disappears when you type. Every input needs a <label for> or aria-labelledby, and errors should be linked with aria-describedby.

8. Dynamic updates nobody announces. "Saved", "3 results" and validation errors that appear without a page change need a live region (role="status" or aria-live="polite") to be heard.

Step by step: build accessibility into the workflow

Step 1: generate on accessible primitives. Ask the agent to use your kit built on Radix, React Aria or native elements. It is much easier to keep accessibility than to retrofit it.

Step 2: put the rules in the prompt and in AGENTS.md. A short list beats a long one: semantic elements, visible focus, labels, 4.5:1 contrast, 24px targets, dialog focus management.

Step 3: run an automated check. axe-core catches a meaningful share of issues automatically. With Playwright you can make it part of the test suite:

import { test, expect } from "@playwright/test";
import AxeBuilder from "@axe-core/playwright";

test("pricing page has no detectable a11y violations", async ({ page }) => {
  await page.goto("/pricing");
  const results = await new AxeBuilder({ page })
    .withTags(["wcag2a", "wcag2aa", "wcag22aa"])
    .analyze();
  expect(results.violations).toEqual([]);
});

Step 4: do a two-minute keyboard pass. Unplug the mouse. Tab through the page: can you see where you are, reach everything, open and close every menu, and never get trapped? Automated tools cannot judge focus order or whether a label makes sense.

Step 5: listen once. Turn on VoiceOver or NVDA and read the main flow. Five minutes is enough to find unlabeled buttons and confusing headings.

What to put in the pull-request template

A short, repeated checklist does more than a long policy document nobody opens. Ours has five lines: keyboard pass done (yes/no), new interactive elements are native or use an accessible primitive, contrast checked in both themes, new images have alt text or are marked decorative, and axe test passes. When an agent opens the pull request, ask it to fill in the template honestly and to write NEEDS HUMAN where it could not check something itself, such as how the flow sounds in a screen reader.

Pitfalls

Questions we get

Which WCAG level should we aim for? WCAG 2.2 AA is the common target and what most accessibility laws and procurement rules refer to. Start there; individual AAA criteria are worth adopting where they are cheap, such as larger targets.

Can the agent test with a screen reader itself? Not reliably. It can run axe, check the accessibility tree and reason about labels, but a short human pass with VoiceOver or NVDA still finds problems no tool reports, such as confusing reading order or redundant announcements.

Does using Radix or React Aria make us compliant? It makes compliance much easier for the widgets they cover. You still own contrast, labels, headings, alt text, focus styles and the content itself.

How do we stop regressions? Keep the axe test in CI, add a keyboard-only end-to-end test for the main flow, and include accessibility items in the pull-request template so reviewers check them every time.

Our take

Make accessibility structural, not a final pass. Generate on top of accessible primitives, keep the eight checks above in your prompts, run axe in CI and add an audit skill (accessibility, web-design-guidelines) to the agent's definition of done. Accessible UI is also better UI for everyone: keyboard power users, people on bright-sunlit phones, and the agent itself, which navigates pages through the same accessibility tree screen readers use.

ARIA Authoring Practices Guide
ARIA Authoring Practices Guide · Screenshot: W3C WAI (www.w3.org), captured 2026-10-14. © the original site.

Checklist

AI 提示词AI 提示詞AI promptAIプロンプトAI 프롬프트Prompt AIPrompt cho AIPrompt IAPrompt de IAKI-Prompt

复制给 Claude、Cursor、v0 等 AI 助手,让它按本文的方法处理你的项目。尖括号里的内容换成你自己的。複製給 Claude、Cursor、v0 等 AI 助手,讓它按本文的方法處理你的專案。尖括號裡的內容換成你自己的。Paste this into Claude, Cursor, v0 or another assistant to apply this post to your own project. Replace the parts in angle brackets.Claude・Cursor・v0 などのAIアシスタントに貼り付けると、この記事の方法をあなたのプロジェクトに適用できます。山括弧の部分は自分の内容に置き換えてください。Claude, Cursor, v0 같은 AI 도우미에 붙여 넣으면 이 글의 방법을 내 프로젝트에 적용할 수 있습니다. 꺾쇠괄호 안은 내 내용으로 바꾸세요.Tampal ke Claude, Cursor, v0 atau pembantu lain untuk menggunakan kaedah artikel ini pada projek anda. Gantikan bahagian dalam kurungan sudut.Dán vào Claude, Cursor, v0 hoặc trợ lý khác để áp dụng bài này cho dự án của bạn. Thay phần trong dấu ngoặc nhọn bằng nội dung của bạn.Collez-le dans Claude, Cursor, v0 ou un autre assistant pour appliquer cet article à votre projet. Remplacez les parties entre chevrons.Pégalo en Claude, Cursor, v0 u otro asistente para aplicar este artículo a tu proyecto. Sustituye lo que está entre corchetes angulares.In Claude, Cursor, v0 oder einen anderen Assistenten einfügen, um diesen Beitrag auf dein Projekt anzuwenden. Teile in spitzen Klammern ersetzen.

对 <页面或组件> 做无障碍走查,并修复发现的问题。按顺序逐项检查,每项报告为"通过 / 已修复 / 需人工":
1. 操作用 <button>,跳转用 <a href>;没有可点击的 div/span。
2. 每个可交互元素都有可见的 :focus-visible 样式;没有单独的 outline:none。
3. 纯图标控件有可访问名称(aria-label 或视觉隐藏文字)。
4. 浅色和深色主题下文字对比度 ≥ 4.5:1(大字和界面组件 3:1);列出比值。
5. 触控目标 ≥ 24×24 CSS 像素,或者间距足够。
6. 对话框/菜单:打开时焦点移入,Tab 不跑出去,Escape 关闭,焦点回到触发按钮。
7. 每个输入框都有程序可识别的标签;错误用 aria-describedby 关联;不用占位文字代替标签。
8. 状态消息(已保存、结果数量、错误)使用 role="status" 或 aria-live。
9. 标题层级构成合理的大纲;图片有有意义的 alt,装饰图用 alt=""。
最后为这个页面加一个 @axe-core/playwright 测试(标签 wcag2a、wcag2aa、wcag22aa)。
优先使用原生元素而不是 ARIA。除修复所需外,不要改动视觉设计。
对 <页面或组件> 做无障碍走查,并修复发现的问题。按顺序逐项检查,每项报告为"通过 / 已修复 / 需人工":
1. 操作用 <button>,跳转用 <a href>;没有可点击的 div/span。
2. 每个可交互元素都有可见的 :focus-visible 样式;没有单独的 outline:none。
3. 纯图标控件有可访问名称(aria-label 或视觉隐藏文字)。
4. 浅色和深色主题下文字对比度 ≥ 4.5:1(大字和界面组件 3:1);列出比值。
5. 触控目标 ≥ 24×24 CSS 像素,或者间距足够。
6. 对话框/菜单:打开时焦点移入,Tab 不跑出去,Escape 关闭,焦点回到触发按钮。
7. 每个输入框都有程序可识别的标签;错误用 aria-describedby 关联;不用占位文字代替标签。
8. 状态消息(已保存、结果数量、错误)使用 role="status" 或 aria-live。
9. 标题层级构成合理的大纲;图片有有意义的 alt,装饰图用 alt=""。
最后为这个页面加一个 @axe-core/playwright 测试(标签 wcag2a、wcag2aa、wcag22aa)。
优先使用原生元素而不是 ARIA。除修复所需外,不要改动视觉设计。
Audit <page or component> for accessibility and fix what you find. Work through this list in order and report each item as PASS / FIXED / NEEDS HUMAN:
1. Actions use <button>, navigation uses <a href>; no clickable div/span.
2. Every interactive element has a visible :focus-visible style; no bare outline:none.
3. Icon-only controls have an accessible name (aria-label or visually hidden text).
4. Text contrast ≥ 4.5:1 (3:1 for large text and UI parts) in light AND dark themes; list the ratios.
5. Touch targets ≥ 24×24 CSS px or adequately spaced.
6. Dialogs/menus: focus moves in on open, Tab stays inside, Escape closes, focus returns to the trigger.
7. Every input has a programmatic label; errors linked with aria-describedby; no placeholder-as-label.
8. Status messages (saved, results count, errors) use role="status" or aria-live.
9. Headings form a logical outline; images have meaningful alt or alt="".
Then add an @axe-core/playwright test for this page (tags wcag2a, wcag2aa, wcag22aa).
Prefer native elements over ARIA. Do not change the visual design beyond what a fix requires.
Audit <page or component> for accessibility and fix what you find. Work through this list in order and report each item as PASS / FIXED / NEEDS HUMAN:
1. Actions use <button>, navigation uses <a href>; no clickable div/span.
2. Every interactive element has a visible :focus-visible style; no bare outline:none.
3. Icon-only controls have an accessible name (aria-label or visually hidden text).
4. Text contrast ≥ 4.5:1 (3:1 for large text and UI parts) in light AND dark themes; list the ratios.
5. Touch targets ≥ 24×24 CSS px or adequately spaced.
6. Dialogs/menus: focus moves in on open, Tab stays inside, Escape closes, focus returns to the trigger.
7. Every input has a programmatic label; errors linked with aria-describedby; no placeholder-as-label.
8. Status messages (saved, results count, errors) use role="status" or aria-live.
9. Headings form a logical outline; images have meaningful alt or alt="".
Then add an @axe-core/playwright test for this page (tags wcag2a, wcag2aa, wcag22aa).
Prefer native elements over ARIA. Do not change the visual design beyond what a fix requires.
Audit <page or component> for accessibility and fix what you find. Work through this list in order and report each item as PASS / FIXED / NEEDS HUMAN:
1. Actions use <button>, navigation uses <a href>; no clickable div/span.
2. Every interactive element has a visible :focus-visible style; no bare outline:none.
3. Icon-only controls have an accessible name (aria-label or visually hidden text).
4. Text contrast ≥ 4.5:1 (3:1 for large text and UI parts) in light AND dark themes; list the ratios.
5. Touch targets ≥ 24×24 CSS px or adequately spaced.
6. Dialogs/menus: focus moves in on open, Tab stays inside, Escape closes, focus returns to the trigger.
7. Every input has a programmatic label; errors linked with aria-describedby; no placeholder-as-label.
8. Status messages (saved, results count, errors) use role="status" or aria-live.
9. Headings form a logical outline; images have meaningful alt or alt="".
Then add an @axe-core/playwright test for this page (tags wcag2a, wcag2aa, wcag22aa).
Prefer native elements over ARIA. Do not change the visual design beyond what a fix requires.
Audit <page or component> for accessibility and fix what you find. Work through this list in order and report each item as PASS / FIXED / NEEDS HUMAN:
1. Actions use <button>, navigation uses <a href>; no clickable div/span.
2. Every interactive element has a visible :focus-visible style; no bare outline:none.
3. Icon-only controls have an accessible name (aria-label or visually hidden text).
4. Text contrast ≥ 4.5:1 (3:1 for large text and UI parts) in light AND dark themes; list the ratios.
5. Touch targets ≥ 24×24 CSS px or adequately spaced.
6. Dialogs/menus: focus moves in on open, Tab stays inside, Escape closes, focus returns to the trigger.
7. Every input has a programmatic label; errors linked with aria-describedby; no placeholder-as-label.
8. Status messages (saved, results count, errors) use role="status" or aria-live.
9. Headings form a logical outline; images have meaningful alt or alt="".
Then add an @axe-core/playwright test for this page (tags wcag2a, wcag2aa, wcag22aa).
Prefer native elements over ARIA. Do not change the visual design beyond what a fix requires.
Audit <page or component> for accessibility and fix what you find. Work through this list in order and report each item as PASS / FIXED / NEEDS HUMAN:
1. Actions use <button>, navigation uses <a href>; no clickable div/span.
2. Every interactive element has a visible :focus-visible style; no bare outline:none.
3. Icon-only controls have an accessible name (aria-label or visually hidden text).
4. Text contrast ≥ 4.5:1 (3:1 for large text and UI parts) in light AND dark themes; list the ratios.
5. Touch targets ≥ 24×24 CSS px or adequately spaced.
6. Dialogs/menus: focus moves in on open, Tab stays inside, Escape closes, focus returns to the trigger.
7. Every input has a programmatic label; errors linked with aria-describedby; no placeholder-as-label.
8. Status messages (saved, results count, errors) use role="status" or aria-live.
9. Headings form a logical outline; images have meaningful alt or alt="".
Then add an @axe-core/playwright test for this page (tags wcag2a, wcag2aa, wcag22aa).
Prefer native elements over ARIA. Do not change the visual design beyond what a fix requires.
Audit <page or component> for accessibility and fix what you find. Work through this list in order and report each item as PASS / FIXED / NEEDS HUMAN:
1. Actions use <button>, navigation uses <a href>; no clickable div/span.
2. Every interactive element has a visible :focus-visible style; no bare outline:none.
3. Icon-only controls have an accessible name (aria-label or visually hidden text).
4. Text contrast ≥ 4.5:1 (3:1 for large text and UI parts) in light AND dark themes; list the ratios.
5. Touch targets ≥ 24×24 CSS px or adequately spaced.
6. Dialogs/menus: focus moves in on open, Tab stays inside, Escape closes, focus returns to the trigger.
7. Every input has a programmatic label; errors linked with aria-describedby; no placeholder-as-label.
8. Status messages (saved, results count, errors) use role="status" or aria-live.
9. Headings form a logical outline; images have meaningful alt or alt="".
Then add an @axe-core/playwright test for this page (tags wcag2a, wcag2aa, wcag22aa).
Prefer native elements over ARIA. Do not change the visual design beyond what a fix requires.
Audit <page or component> for accessibility and fix what you find. Work through this list in order and report each item as PASS / FIXED / NEEDS HUMAN:
1. Actions use <button>, navigation uses <a href>; no clickable div/span.
2. Every interactive element has a visible :focus-visible style; no bare outline:none.
3. Icon-only controls have an accessible name (aria-label or visually hidden text).
4. Text contrast ≥ 4.5:1 (3:1 for large text and UI parts) in light AND dark themes; list the ratios.
5. Touch targets ≥ 24×24 CSS px or adequately spaced.
6. Dialogs/menus: focus moves in on open, Tab stays inside, Escape closes, focus returns to the trigger.
7. Every input has a programmatic label; errors linked with aria-describedby; no placeholder-as-label.
8. Status messages (saved, results count, errors) use role="status" or aria-live.
9. Headings form a logical outline; images have meaningful alt or alt="".
Then add an @axe-core/playwright test for this page (tags wcag2a, wcag2aa, wcag22aa).
Prefer native elements over ARIA. Do not change the visual design beyond what a fix requires.
Audit <page or component> for accessibility and fix what you find. Work through this list in order and report each item as PASS / FIXED / NEEDS HUMAN:
1. Actions use <button>, navigation uses <a href>; no clickable div/span.
2. Every interactive element has a visible :focus-visible style; no bare outline:none.
3. Icon-only controls have an accessible name (aria-label or visually hidden text).
4. Text contrast ≥ 4.5:1 (3:1 for large text and UI parts) in light AND dark themes; list the ratios.
5. Touch targets ≥ 24×24 CSS px or adequately spaced.
6. Dialogs/menus: focus moves in on open, Tab stays inside, Escape closes, focus returns to the trigger.
7. Every input has a programmatic label; errors linked with aria-describedby; no placeholder-as-label.
8. Status messages (saved, results count, errors) use role="status" or aria-live.
9. Headings form a logical outline; images have meaningful alt or alt="".
Then add an @axe-core/playwright test for this page (tags wcag2a, wcag2aa, wcag22aa).
Prefer native elements over ARIA. Do not change the visual design beyond what a fix requires.

引用来源引用來源References参考文献참고 자료RujukanNguồn tham khảoRéférencesReferenciasQuellen

  1. Web Content Accessibility Guidelines (WCAG) 2.2 — W3C
  2. ARIA Authoring Practices Guide — W3C WAI
  3. Radix Primitives introduction — Radix
  4. Web Interface Guidelines — Vercel
  5. Understanding SC 2.5.8 Target Size (Minimum) — W3C WAI
  6. Dialog (Modal) pattern — W3C WAI APG
  7. :focus-visible — MDN
  8. axe-core — Deque
  9. Accessibility testing — Playwright
  10. The WebAIM Million — WebAIM

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让动效"对味":目的、时长、缓动与克制讓動效「對味」:目的、時長、緩動與克制Motion that feels right: purpose, duration, easing, restraintしっくりくるモーション:目的・時間・イージング・抑制자연스러운 모션: 목적, 시간, 이징, 절제Gerakan yang terasa betul: tujuan, tempoh, easing, kawalanChuyển động đúng cảm giác: mục đích, thời lượng, easing, tiết chếUn mouvement juste : intention, durée, easing, retenueMovimiento que se siente bien: propósito, duración, easing, contenciónBewegung, die sich richtig anfühlt: Zweck, Dauer, Easing, Zurückhaltung

大多数界面动效应在 300ms 内、用 ease-out,高频操作干脆不做。炫技属于营销页,不属于工具。大多數介面動效應在 300ms 內、用 ease-out,高頻操作乾脆不做。Most UI motion should be under 300ms, ease-out, and skipped for frequent actions. Spectacle belongs on marketing pages, not in tools.UIモーションは300ms以内・ease-out、頻繁な操作には付けない。UI 모션은 300ms 이하, ease-out, 잦은 동작엔 생략.Kebanyakan gerakan UI di bawah 300ms, ease-out, dan dilangkau untuk tindakan kerap.Hầu hết chuyển động dưới 300ms, ease-out, bỏ qua với thao tác thường xuyên.Moins de 300 ms, ease-out, et rien pour les actions fréquentes.Menos de 300 ms, ease-out, y nada en acciones frecuentes.Unter 300 ms, ease-out, und keine Animation für häufige Aktionen.

motion
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把暗色模式做对:token、层级与对比度把暗色模式做對:token、層級與對比度Dark mode done right: tokens, elevation and contrast正しいダークモード:トークン・階層・コントラスト다크 모드 제대로: 토큰, 고도, 대비Mod gelap yang betul: token, ketinggian dan kontrasLàm dark mode đúng: token, độ nổi và độ tương phảnUn mode sombre réussi : tokens, élévation et contrasteModo oscuro bien hecho: tokens, elevación y contrasteDark Mode richtig: Tokens, Elevation und Kontrast

暗色模式是第二套配色,不是反色。用语义 token,用更亮的表面表达层级,强调色要降饱和。暗色模式是第二套配色,不是反色。用語義 token,用更亮的表面表達層級。Dark mode is a second palette, not an inverted one. Use semantic tokens, lighter surfaces for elevation, and desaturated accents.ダークモードは反転ではなく第二のパレット。意味トークン、明るい面で階層、彩度を下げたアクセント。다크 모드는 반전이 아니라 두 번째 팔레트. 시맨틱 토큰, 밝은 면으로 고도 표현.Mod gelap ialah palet kedua, bukan terbalik. Guna token semantik dan permukaan lebih cerah untuk ketinggian.Dark mode là bảng màu thứ hai, không phải đảo màu. Dùng token ngữ nghĩa, bề mặt sáng hơn để thể hiện độ nổi.Une seconde palette, pas une inversion. Tokens sémantiques, surfaces plus claires pour l'élévation.Una segunda paleta, no una inversión. Tokens semánticos y superficies más claras para la elevación.Eine zweite Palette, keine Invertierung. Semantische Tokens, hellere Flächen für Elevation.

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AI 生成界面的字体排印:摆脱平庸感最快的办法AI 產生介面的字體排印:擺脫平庸感最快的辦法Typography for AI-generated UI: the fastest way to look less genericAI生成UIのタイポグラフィ:没個性から抜け出す最短路AI 생성 UI의 타이포그래피: 평범함을 벗는 가장 빠른 길Tipografi untuk UI jana AITypography cho UI do AI tạo: cách nhanh nhất để bớt tầm thườngLa typographie des UI générées par IATipografía para UI generada por IATypografie für KI-generierte UIs

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typographytokens