Expert guide for automated and manual Web Accessibility (a11y) testing — axe-core, Pa11y, Playwright a11y, screen reader testing, and WCAG 2.2 Level AA/AAA compliance / Panduan ahli pengujian aksesibilitas web.
日本語の概要は準備中です。原文の説明を表示しています。
Applies Human Interface Guidelines (HIG) principles — Hierarchy, Harmony, and Consistency — to UI/UX designs to ensure intuitive and cohesive interfaces / Menerapkan prinsip Human Interface Guidelines (HIG) — Hierarchy, Harmony, dan Consistency — pada desain UI/UX untuk memastikan antarmuka yang intuitif dan kohesif.
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Connects and orchestrates with relevant domain skills like anti-slop, ui-ux-pro-max, design-system-architect, brainstorming, zero-to-prod-orchestrator, and session-memory-manager to ensure cohesive execution.
Applies Human Interface Guidelines (HIG) principles to web and mobile UI/UX designs. Covers the core triad (Hierarchy, Harmony, Consistency), Apple's HIG 2026 updates, Google Material Design 3, spatial design for Apple Vision Pro, and modern accessibility requirements.
Visual hierarchy controls where the user looks first, how attention flows across information, and how confident they feel taking action (Linear/Apple/Stripe caliber).
Modular Typographic Hierarchy & Optical Tracking:
/* Strict 5-tier typographic scale with optical letter-spacing */
.eyebrow { font-size: 0.6875rem; font-weight: 600; letter-spacing: 0.05em; text-transform: uppercase; color: var(--color-text-muted); }
.h1 { font-size: 2.5rem; font-weight: 700; letter-spacing: -0.025em; line-height: 1.15; color: var(--color-text-primary); }
.h2 { font-size: 1.75rem; font-weight: 600; letter-spacing: -0.02em; line-height: 1.25; color: var(--color-text-primary); }
.h3 { font-size: 1.25rem; font-weight: 600; letter-spacing: -0.01em; line-height: 1.35; color: var(--color-text-primary); }
.body { font-size: 0.9375rem; font-weight: 400; letter-spacing: 0em; line-height: 1.6; color: var(--color-text-secondary); }
.caption { font-size: 0.75rem; font-weight: 400; letter-spacing: 0.01em; color: var(--color-text-tertiary); }
.metric { font-size: 2rem; font-weight: 700; font-variant-numeric: tabular-nums; letter-spacing: -0.02em; }
Spatial & Depth Hierarchy (Z-axis Surface Tiers):
bg-neutral-50 dark:bg-neutral-950).border-neutral-200/80 dark:border-neutral-800) + subtle ambient shadow (shadow-xs).shadow-md border border-neutral-200 dark:border-neutral-700).shadow-xl).shadow-2xl).Color & Focus Hierarchy (60-30-10 Principle):
Gestalt Proximity & Layout Scanability:
gap-1.5). Distinct fieldsets sit at 16–24px. Page sections sit at 64–96px (py-16 md:py-24).All elements should feel like they belong to the same family.
Spacing Scale (8pt Grid):
4px → xs gaps (icon padding, tight list items)
8px → sm (between related elements)
16px → md (card padding, section spacing)
24px → lg (between sections)
32px → xl (between major blocks)
48px → 2xl (page-level separation)
Border Radius Consistency:
rounded-full or rounded-smrounded-mdrounded-xlrounded-none with rounded-2xl in the same screenColor Harmony:
Analogous: Brand + ±30° hue neighbors (natural, calm)
Complementary: Brand + 180° (high contrast, CTAs)
Triadic: Brand + 120°/240° (vibrant, use sparingly)
Monochromatic: Single hue, varying lightness (professional)
Users should never wonder "how does this work?" — patterns should be predictable.
Platform Conventions (Web):
Component Consistency Checklist:
tracking-tight on large titles, tracking-wider on eyebrows).tabular-nums) are enforced on all metrics, prices, and counters.rounded-md everywhere).p-6) and close behavior (Escape key).h-9) and focus ring style.backdrop-blur) for panels to maintain spatial context.M3 generates accessible, harmonious color palettes dynamically from a seed color or wallpaper using Google's HCT (Hue, Chroma, Tone) perceptual color model:
import { argbFromHex, themeFromSourceColor } from '@material/material-color-utilities';
// Generates 5 tonal palettes (Primary, Secondary, Tertiary, Neutral, Neutral Variant)
const theme = themeFromSourceColor(argbFromHex('#6750A4'));
// light/dark schemes guarantee WCAG AA contrast (Tone difference >= 40 or 50)
Rather than relying solely on heavy drop shadows, modern M3 establishes depth through Surface Container Tonal Tiers:
surface-dim / surface / surface-bright: Root viewport surfaces.surface-container-lowest & surface-container-low: Recessed or grouped cards.surface-container: Default card, dialog, and panel containment.surface-container-high & surface-container-highest: Elevated sheets, menus, and search bars.Filled: High-emphasis primary action (bg-primary text-on-primary).Tonal: Medium-high emphasis alternative (bg-secondary-container text-on-secondary-container).Elevated: High emphasis on textured/busy backgrounds with subtle shadow.Outlined: Medium-low emphasis secondary actions with clean border (border-outline).Text: Lowest emphasis action inside cards, dialog actions, or flat lists.Elevated (resting 1dp shadow), Filled (surface-container-highest), and Outlined (border-outline-variant).Assist (smart actions), Filter (toggled state), Input (tags/recipients), Suggestion (AI prompts).Compact (<600dp): Navigation Bar (Bottom 80dp, active pill indicator).Medium (600-839dp): Navigation Rail (Side 80dp, top FAB + icon destinations).Expanded (>=840dp): Navigation Drawer (Side 280-360dp, full persistent sidebar).| Dimension | Apple Human Interface Guidelines (HIG) | Google Material Design 3 (M3) |
|---|---|---|
| Core Philosophy | Content-First, Deference, Clarity | Expressive, Adaptive, Personalization (Material You) |
| Depth & Materials | Liquid Glass, Vibrancy, Backdrop Blurs | Surface Container Tonal Tiers + Tonal Tinting |
| Color Model | Semantic System Colors + Dark Mode Pairs | Algorithmic HCT Space + 5 Dynamic Tonal Palettes |
| Iconography | SF Symbols 6 (Multicolor, Hierarchical) | Material Symbols (Variable axes: Weight, Grade, Fill) |
| Touch Targets | Minimum 44×44pt | Recommended 48×48dp (Minimum 24×24dp) |
| Corner Curvature | Continuous Squircle / Superellipse | Explicit Radii Scale (0, 4, 8, 12, 16, 28, 9999px) |
When reviewing a design, check:
anti-slop): Are generic purple/cyan AI gradients banned? Are all 5 interactive states accounted for? Is the content free of "Lorem Ipsum" filler? Are border-radii coherent across the entire view?<a name="bahasa-indonesia"></a>
Terhubung dan mengorkestrasi skill domain yang relevan seperti anti-slop, ui-ux-pro-max, design-system-architect, brainstorming, zero-to-prod-orchestrator, dan session-memory-manager untuk memastikan eksekusi yang kohesif.
Menerapkan prinsip Human Interface Guidelines (HIG) pada desain UI/UX web dan mobile. Mencakup triad inti (Hierarchy, Harmony, Consistency), pembaruan Apple HIG 2026, Google Material Design 3, desain spasial untuk Apple Vision Pro, dan persyaratan aksesibilitas modern.
Hierarki visual mengontrol ke mana pengguna melihat pertama kali, bagaimana perhatian mengalir melintasi informasi, dan memunculkan rasa percaya diri saat mengambil aksi (standar kaliber Apple/Linear/Stripe).
Skala Tipografi Modular & Tracking Optik:
tracking-wider, uppercase — konteks kategori tanpa berebut fokus.tracking-tight, leading padat (1.15) — jangkar otoritas visual.tracking-tight, leading 1.25.tabular-nums) agar angka metrik dan tabel tidak bergeser horizontal saat berubah.Tingkatan Permukaan & Elevasi Sumbu-Z:
bg-neutral-50 dark:bg-neutral-950).border-neutral-200/80 dark:border-neutral-800) dipadu bayangan ambient mikro (shadow-xs).shadow-md border border-neutral-200 dark:border-neutral-700).shadow-xl).shadow-2xl).Hierarki Warna & Fokus (Aturan 60-30-10):
Kedekatan Gestalt & Pola Pindai:
Semua elemen harus terasa seperti milik keluarga yang sama.
Pengguna tidak pernah bertanya-tanya "bagaimana cara ini bekerja?" — pola harus dapat diprediksi.
Gunakan kedalaman sebagai alat organisasi. Gunakan glass-morphism (backdrop-blur) untuk panel. Hindari elemen interaktif di luar sudut pandang yang nyaman.
Liquid Glass untuk navigation bar. Tata letak adaptif dari iPhone ke iPad ke Mac. SF Symbols 6 dengan rendering variabel.
M3 menghasilkan palet warna yang harmonis dan aksesibel secara dinamis dari warna seed atau wallpaper pengguna menggunakan model warna perseptual HCT (Hue, Chroma, Tone):
import { argbFromHex, themeFromSourceColor } from '@material/material-color-utilities';
// Menghasilkan 5 palet tonal (Primary, Secondary, Tertiary, Neutral, Neutral Variant)
const theme = themeFromSourceColor(argbFromHex('#6750A4'));
// Skema mode terang/gelap menjamin kontras WCAG AA (perbedaan Tone >= 40 atau 50)
Alih-alih hanya mengandalkan drop shadow tebal, M3 modern menetapkan kedalaman melalui Tingkatan Tonal Surface Container:
surface-dim / surface / surface-bright: Permukaan viewport dasar.surface-container-lowest & surface-container-low: Kartu bersarang atau pengelompokan list.surface-container: Kontainer default kartu, dialog, dan panel.surface-container-high & surface-container-highest: Lembar melayang (sheet), menu, dan search bar.Filled: Aksi utama berpenekanan tinggi (bg-primary text-on-primary).Tonal: Alternatif berpenekanan sedang-tinggi (bg-secondary-container text-on-secondary-container).Elevated: Penekanan tinggi pada latar belakang bertekstur/sibuk dengan bayangan halus.Outlined: Aksi sekunder berpenekanan sedang-rendah dengan garis batas bersih (border-outline).Text: Aksi berpenekanan terendah di dalam kartu, dialog, atau list datar.Elevated (bayangan 1dp saat diam), Filled (surface-container-highest), dan Outlined (border-outline-variant).Assist (aksi pintar), Filter (status toggle), Input (tag/entitas), Suggestion (rekomendasi AI).Compact (<600dp): Navigation Bar (Bawah 80dp, indikator pil aktif).Medium (600-839dp): Navigation Rail (Sisi vertikal 80dp, FAB atas + ikon destinasi).Expanded (>=840dp): Navigation Drawer (Sidebar permanen 280-360dp).| Dimensi | Apple Human Interface Guidelines (HIG) | Google Material Design 3 (M3) |
|---|---|---|
| Filosofi Inti | Content-First, Deference, Kejelasan | Ekspresif, Adaptif, Personalisasi (Material You) |
| Kedalaman & Material | Liquid Glass, Vibrancy, Efek Blur | Tingkatan Tonal Surface Container + Surface Tinting |
| Model Warna | Semantic System Colors + Pasangan Dark Mode | Ruang Algoritmik HCT + 5 Palet Tonal Dinamis |
| Ikonografi | SF Symbols 6 (Multicolor, Hierarchical) | Material Symbols (Variabel: Weight, Grade, Fill) |
| Target Sentuh | Minimal 44×44pt | Disarankan 48×48dp (Minimal 24×24dp) |
| Kelengkungan Sudut | Continuous Squircle / Superellipse | Skala Radius Eksplisit (0, 4, 8, 12, 16, 28, 9999px) |
Saat meninjau desain, periksa:
anti-slop): Apakah gradien neon AI ungu/sian generik dilarang? Apakah kelima status interaktif terpenuhi? Apakah konten bebas dari teks pengisi "Lorem Ipsum"? Apakah border-radius seragam dan koheren di seluruh layar?まだレビューはありません。使ってみた感想をお寄せください。
概要と使いどころ
Expert guide for automated and manual Web Accessibility (a11y) testing — axe-core, Pa11y, Playwright a11y, screen reader testing, and WCAG 2.2 Level AA/AAA compliance / Panduan ahli pengujian aksesibilitas web.
日本語の概要は準備中です。原文の説明を表示しています。
Expert guide for intelligent model cascading and routing — complexity-scored task routing from Flash/Haiku to Sonnet/Opus/Astra, dynamic escalation with quality gates, 40-60% token cost reduction while maintaining output quality / Panduan ahli untuk kaskade dan routing model cerdas — routing tugas berbasis skor kompleksitas dari Flash/Haiku ke Sonnet/Opus/Astra, eskalasi dinamis dengan gerbang kualitas, pengurangan biaya token 40-60% dengan kualitas output terjaga.
日本語の概要は準備中です。原文の説明を表示しています。
Expert guide for Affective Computing, emotional AI, and real-time sentiment analysis through native multimodal tokens (voice intonation and facial micro-expressions) / Panduan ahli komputasi afektif, AI emosional, dan analisis sentimen real-time melalui token multimodal native.
日本語の概要は準備中です。原文の説明を表示しています。
Expert guide for AI-assisted coding workflows — agentic code generation, multi-agent code swarms, self-healing CI/CD, automated PR review, spec-to-code pipelines, codebase knowledge graphs, and human-in-the-loop approval gates / Panduan ahli untuk workflow pengkodean berbasis AI — generasi kode agentic, code swarm multi-agen, CI/CD self-healing, review PR otomatis, pipeline spec-to-code, knowledge graph codebase, dan gate persetujuan human-in-the-loop.
日本語の概要は準備中です。原文の説明を表示しています。
Expert guide for long-term episodic memory integration (Mem0 v2, Letta/MemGPT, Zep v2), memory tier architecture, pgvector HNSW storage, and unified context management for autonomous AI agents / Panduan ahli untuk integrasi memori episodik jangka panjang (Mem0 v2, Letta/MemGPT, Zep v2), arsitektur tier memori, penyimpanan pgvector HNSW, dan manajemen konteks terpadu untuk agen AI otonom.
日本語の概要は準備中です。原文の説明を表示しています。
Expert guide for designing Machine-to-Machine (M2M) micro-economies, autonomous agent wallets, and swarm budget allocation / Panduan ahli merancang ekonomi mikro antar-agen (M2M), dompet agen otonom, dan alokasi anggaran swarm.
日本語の概要は準備中です。原文の説明を表示しています。