AgentSkillsCN

Localization

本地化

SKILL.md

Localization & Internationalization (i18n/l10n)

Domain: Software localization, internationalization, multilingual application development Activation: Language detection, translation systems, RTL support, ICU MessageFormat, LQA, dialect inheritance Version: 1.1.0


Activation Triggers

  • "localization", "internationalization", "i18n", "l10n"
  • "translate", "translation", "multilingual"
  • "language detection", "Accept-Language", "locale"
  • "RTL", "right-to-left", "Arabic", "Hebrew"
  • "ICU MessageFormat", "pluralization"
  • "font loading", "CJK", "Unicode"
  • "translation quality", "LQA"
  • "dialect", "dialect inheritance", "regional variant"
  • "Açoriano", "Azores Portuguese", "Manezinho", "Florianópolis"
  • "Portuguese dialects", "pt-BR variant", "language genealogy"

Core Concepts

Terminology Distinction

TermMeaningScope
i18nInternationalizationEngineering architecture to support multiple locales
l10nLocalizationAdapting content for specific locales
LocaleLanguage + Regionen-US, pt-BR, zh-Hans
BCP 47Language tag standardRFC 5646 compliant tags

BCP 47 Language Tags

code
language[-script][-region][-variant]

Examples:
- en          → English (generic)
- en-US       → English (United States)
- en-GB       → English (United Kingdom)
- pt-BR       → Portuguese (Brazil)
- zh-Hans     → Chinese (Simplified script)
- zh-Hant     → Chinese (Traditional script)
- sr-Latn     → Serbian (Latin script)
- sr-Cyrl     → Serbian (Cyrillic script)

Rules:

  • Use hyphen (-), not underscore (_)
  • Lowercase language, titlecase script, uppercase region
  • Keep tags minimal (no script unless disambiguating)

Language Detection

Detection Cascade (Priority Order)

code
┌─────────────────────────────────────────────┐
│  1. User Explicit Selection (highest)       │
│     └── Stored preference in database       │
├─────────────────────────────────────────────┤
│  2. Identity Provider Profile               │
│     └── MS Graph preferredLanguage          │
│     └── OIDC locale claim                   │
├─────────────────────────────────────────────┤
│  3. Organization/Tenant Default             │
│     └── Admin-configured default            │
├─────────────────────────────────────────────┤
│  4. Accept-Language Header                  │
│     └── Browser/OS setting (privacy-safe)   │
├─────────────────────────────────────────────┤
│  5. navigator.language (client-side)        │
│     └── Fallback for SPA interactions       │
├─────────────────────────────────────────────┤
│  6. Default Locale (lowest)                 │
│     └── Application default (usually 'en')  │
└─────────────────────────────────────────────┘

Accept-Language Parsing

typescript
import { match } from '@formatjs/intl-localematcher';
import Negotiator from 'negotiator';

const SUPPORTED_LOCALES = ['en', 'en-GB', 'es', 'pt-BR', 'fr', 'de', 'ja', 'ko', 'zh-Hans', 'zh-Hant'];
const DEFAULT_LOCALE = 'en';

function detectLanguageFromHeader(acceptLanguage: string | null): string {
  if (!acceptLanguage) return DEFAULT_LOCALE;

  try {
    const negotiator = new Negotiator({
      headers: { 'accept-language': acceptLanguage }
    });
    const languages = negotiator.languages();
    return match(languages, SUPPORTED_LOCALES, DEFAULT_LOCALE);
  } catch {
    return DEFAULT_LOCALE;
  }
}

CLDR Fallback Chains

typescript
const LOCALE_FALLBACKS: Record<string, string[]> = {
  'pt-BR': ['pt-BR', 'pt', 'en'],
  'pt-PT': ['pt-PT', 'pt', 'en'],
  'zh-Hans': ['zh-Hans', 'zh', 'en'],
  'zh-Hant': ['zh-Hant', 'zh', 'en'],
  'en-GB': ['en-GB', 'en'],
  'fr-CA': ['fr-CA', 'fr', 'en'],
  'es-419': ['es-419', 'es', 'en'],  // Latin American Spanish
  // All others fall back directly to 'en'
};

function getWithFallback<T>(
  key: string,
  locale: string,
  translations: Record<string, Record<string, T>>
): T | undefined {
  const chain = LOCALE_FALLBACKS[locale] || [locale, 'en'];
  for (const loc of chain) {
    if (translations[loc]?.[key]) {
      return translations[loc][key];
    }
  }
  return undefined;
}

Dialect Inheritance Architecture

Cross-Domain Insight: Dialects as Inheritance Trees

Regional dialect variants mirror software inheritance patterns. Understanding this enables elegant multi-variant localization:

OOP ConceptDialect AnalogExample
Base classParent dialectAçoriano (Azores Portuguese)
Derived classRegional variantManezinho (Florianópolis)
Inherited membersPreserved features"tu" pronoun, maritime vocabulary
Method overridesModified featuresSimplified verb conjugations
New membersLocal additionsGaúcho influences
Abstract classProto-languageCommon ancestor

Real Example: Portuguese Dialect Genealogy

code
pt (Portuguese)
├── pt-PT (European Portuguese)
│   ├── pt-PT-azores (Açoriano)
│   │   └── pt-BR-floripa (Manezinho) ← Migration 1748-1756
│   └── pt-PT-madeira (Madeirense)
└── pt-BR (Brazilian Portuguese)
    ├── pt-BR-floripa (Manezinho) ← Also inherits from Açoriano!
    ├── pt-BR-nordeste (Nordestino)
    └── pt-BR-gaucho (Gaúcho)

Key Insight: Manezinho demonstrates multiple inheritance — it inherits from both Açoriano (historical migration) and Brazilian Portuguese (geographic context).

Dialect-Aware Fallback Chain

typescript
// Extended CLDR-style fallback with dialect awareness
const DIALECT_FALLBACKS: Record<string, string[]> = {
  // Portuguese dialects with historical lineage
  'pt-BR-floripa': ['pt-BR-floripa', 'pt-PT-azores', 'pt-BR', 'pt', 'en'],  // Manezinho
  'pt-PT-azores': ['pt-PT-azores', 'pt-PT', 'pt', 'en'],                    // Açoriano
  'pt-BR-nordeste': ['pt-BR-nordeste', 'pt-BR', 'pt', 'en'],

  // Spanish dialects
  'es-419': ['es-419', 'es', 'en'],           // Latin American Spanish
  'es-MX': ['es-MX', 'es-419', 'es', 'en'],   // Mexican inherits from LatAm
  'es-AR': ['es-AR', 'es-419', 'es', 'en'],   // Rioplatense Spanish

  // German dialects
  'de-AT': ['de-AT', 'de', 'en'],             // Austrian German
  'de-CH': ['de-CH', 'de', 'en'],             // Swiss German

  // Chinese variants
  'zh-Hans': ['zh-Hans', 'zh', 'en'],
  'zh-Hant': ['zh-Hant', 'zh', 'en'],
  'zh-Hant-HK': ['zh-Hant-HK', 'zh-Hant', 'zh', 'en'],  // Cantonese influence
};

Dialect Feature Overrides

typescript
interface DialectFeatures {
  pronouns: {
    informal: string;      // 'tu' vs 'você'
    formalAddress: string; // 'o senhor' vs 'você'
  };
  verbConjugation: 'full' | 'simplified' | 'merged';
  vocabulary: Record<string, string>;  // Regional word overrides
  prosody: string;                      // Speech pattern description
}

const DIALECT_FEATURES: Record<string, Partial<DialectFeatures>> = {
  'pt': {
    pronouns: { informal: 'tu', formalAddress: 'o senhor' },
    verbConjugation: 'full',
  },
  'pt-BR': {
    pronouns: { informal: 'você', formalAddress: 'o senhor' },
    verbConjugation: 'simplified',  // Override: dropped 'tu' conjugations
  },
  'pt-PT-azores': {
    pronouns: { informal: 'tu', formalAddress: 'vossemecê' },  // Archaic!
    verbConjugation: 'full',
    vocabulary: {
      'ocean': 'mar alto',      // Maritime vocabulary
      'storm': 'temporal',
      'boat': 'canoa',
    },
    prosody: 'slower cadence, vowel reduction',
  },
  'pt-BR-floripa': {
    // Inherits Açoriano 'tu' but Brazilian simplified conjugation
    pronouns: { informal: 'tu', formalAddress: 'o senhor' },
    verbConjugation: 'merged',  // 'tu vai' (tu + você conjugation)
    vocabulary: {
      'ocean': 'mar alto',      // Inherited from Açoriano
      'beach': 'praia',         // Standard Brazilian
      'bus': 'baleeira',        // Local Florianópolis term!
    },
    prosody: 'sing-song intonation (from Azorean heritage)',
  },
};

// Merge features up the inheritance chain
function getDialectFeatures(locale: string): DialectFeatures {
  const chain = DIALECT_FALLBACKS[locale] || [locale, 'en'];
  const merged: Partial<DialectFeatures> = {};

  // Walk chain in reverse (base → derived) to allow overrides
  for (const loc of [...chain].reverse()) {
    const features = DIALECT_FEATURES[loc];
    if (features) {
      Object.assign(merged, features);
      if (features.vocabulary) {
        merged.vocabulary = { ...merged.vocabulary, ...features.vocabulary };
      }
    }
  }

  return merged as DialectFeatures;
}

When to Use Dialect-Level Localization

Use CaseRecommendation
Marketing/brand voice✅ Dialect-specific for authenticity
Legal/compliance text❌ Use standard regional variant
UI labels⚠️ Only if market requires (Catalan in Barcelona)
User-generated content✅ Let users express naturally
Documentation⚠️ Standard variant, note dialect differences

Historical Linguistics as Requirements

Dialect inheritance isn't arbitrary — it reflects real migration patterns:

  • 1748-1756: Azorean migration to Santa Catarina, Brazil → Manezinho
  • 16th century: Portuguese colonization → Brazilian Portuguese branches
  • 19th century: Italian/German immigration to Southern Brazil → Gaúcho influences

Understanding these migrations helps predict which features a dialect inherits vs. develops independently.


Translation Patterns

Basic Translation Function

typescript
type TranslationKey = keyof typeof translations.en;

function t(
  key: TranslationKey,
  locale: string,
  replacements?: Record<string, string | number>
): string {
  const chain = LOCALE_FALLBACKS[locale] || [locale, 'en'];

  for (const loc of chain) {
    const translation = translations[loc]?.[key];
    if (translation) {
      return applyReplacements(translation, replacements);
    }
  }

  console.warn(`Missing translation: ${key} for ${locale}`);
  return key;
}

function applyReplacements(
  text: string,
  replacements?: Record<string, string | number>
): string {
  if (!replacements) return text;
  return Object.entries(replacements).reduce(
    (result, [key, value]) => result.replace(`{${key}}`, String(value)),
    text
  );
}

ICU MessageFormat (Pluralization)

typescript
import IntlMessageFormat from 'intl-messageformat';

const PLURAL_MESSAGES = {
  en: {
    items: '{count, plural, one {# item} other {# items}}',
    members: '{count, plural, one {# member} other {# members}}',
  },
  pl: {
    // Polish has complex plural rules (one, few, many, other)
    items: '{count, plural, one {# element} few {# elementy} many {# elementów} other {# elementu}}',
  },
  ar: {
    // Arabic has 6 plural forms!
    items: '{count, plural, zero {لا عناصر} one {عنصر واحد} two {عنصران} few {# عناصر} many {# عنصرًا} other {# عنصر}}',
  },
};

function formatPlural(key: string, count: number, locale: string): string {
  const messages = PLURAL_MESSAGES[locale] || PLURAL_MESSAGES.en;
  const message = messages[key] || PLURAL_MESSAGES.en[key];
  const formatter = new IntlMessageFormat(message, locale);
  return formatter.format({ count }) as string;
}

Date/Time/Number Formatting

typescript
// Date formatting with locale
function formatDate(date: Date, locale: string, style: 'full' | 'long' | 'medium' | 'short' = 'long'): string {
  return new Intl.DateTimeFormat(locale, { dateStyle: style }).format(date);
}

// Time formatting with locale
function formatTime(date: Date, locale: string, style: 'full' | 'long' | 'medium' | 'short' = 'short'): string {
  return new Intl.DateTimeFormat(locale, { timeStyle: style }).format(date);
}

// Number formatting (respects decimal separators)
function formatNumber(value: number, locale: string, options?: Intl.NumberFormatOptions): string {
  return new Intl.NumberFormat(locale, options).format(value);
}

// Percentage formatting
function formatPercent(value: number, locale: string): string {
  return new Intl.NumberFormat(locale, {
    style: 'percent',
    maximumFractionDigits: 0,
  }).format(value / 100);
}

// Currency formatting
function formatCurrency(value: number, locale: string, currency: string): string {
  return new Intl.NumberFormat(locale, {
    style: 'currency',
    currency,
  }).format(value);
}

RTL (Right-to-Left) Support

RTL Languages

typescript
const RTL_LANGUAGES = ['ar', 'he', 'fa', 'ur', 'yi', 'ps', 'sd'];

function isRTL(locale: string): boolean {
  const lang = locale.split('-')[0];
  return RTL_LANGUAGES.includes(lang);
}

function getDirection(locale: string): 'ltr' | 'rtl' {
  return isRTL(locale) ? 'rtl' : 'ltr';
}

function getTextAlign(locale: string): 'left' | 'right' | 'start' {
  return 'start';  // CSS logical property - auto-adapts
}

CSS Logical Properties (RTL-Safe)

css
/* ❌ DON'T use physical properties */
.container {
  margin-left: 1rem;
  padding-right: 2rem;
  text-align: left;
  border-left: 1px solid;
}

/* ✅ DO use CSS logical properties */
.container {
  margin-inline-start: 1rem;
  padding-inline-end: 2rem;
  text-align: start;
  border-inline-start: 1px solid;
}

Tailwind RTL Plugin

javascript
// tailwind.config.js
module.exports = {
  plugins: [
    require('tailwindcss-rtl'),
  ],
}

// Usage: rtl: prefix
<div className="ml-4 rtl:mr-4 rtl:ml-0">
  Content with RTL-aware margins
</div>

Document Direction

typescript
// Set document direction based on locale
function setDocumentDirection(locale: string): void {
  document.documentElement.dir = getDirection(locale);
  document.documentElement.lang = locale;
}

Font Handling

Unicode Coverage by Script

ScriptLanguagesRecommended Font
Latinen, es, fr, de, pt, it, nl, pl, sv, etc.Inter, Noto Sans
Latin Extendedcs, hu, hr, ro, tr, viNoto Sans
Cyrillicru, uk, bg, sr-CyrlNoto Sans
CJK - JapanesejaNoto Sans JP
CJK - KoreankoNoto Sans KR
CJK - Simplifiedzh-HansNoto Sans SC
CJK - Traditionalzh-HantNoto Sans TC
ThaithNoto Sans Thai
ArabicarNoto Sans Arabic
HebrewheNoto Sans Hebrew
Devanagarihi, mr, neNoto Sans Devanagari

PDF Font Registration (react-pdf)

typescript
import { Font } from '@react-pdf/renderer';

// Register multilingual fonts
Font.register({
  family: 'Noto Sans',
  fonts: [
    { src: 'https://fonts.gstatic.com/s/notosans/v36/...-Regular.ttf', fontWeight: 400 },
    { src: 'https://fonts.gstatic.com/s/notosans/v36/...-Bold.ttf', fontWeight: 700 },
  ],
});

Font.register({
  family: 'Noto Sans JP',
  src: 'https://fonts.gstatic.com/s/notosansjp/v52/...-Regular.otf',
});

Font.register({
  family: 'Noto Sans SC',
  src: 'https://fonts.gstatic.com/s/notosanssc/v36/...-Regular.otf',
});

// Font selection by locale
function getFontFamily(locale: string): string {
  const lang = locale.split('-')[0];
  switch (lang) {
    case 'ja': return 'Noto Sans JP';
    case 'ko': return 'Noto Sans KR';
    case 'zh': return locale.includes('Hant') ? 'Noto Sans TC' : 'Noto Sans SC';
    case 'th': return 'Noto Sans Thai';
    case 'ar': return 'Noto Sans Arabic';
    case 'he': return 'Noto Sans Hebrew';
    case 'hi': return 'Noto Sans Devanagari';
    default: return 'Noto Sans';
  }
}

Web Font Loading Strategy

typescript
// Preload critical fonts
<link rel="preload" href="/fonts/NotoSans-Regular.woff2" as="font" type="font/woff2" crossOrigin="anonymous" />

// Font-display strategy
@font-face {
  font-family: 'Noto Sans';
  src: url('/fonts/NotoSans-Regular.woff2') format('woff2');
  font-display: swap;  /* Show fallback immediately, swap when loaded */
}

Text Expansion & Contraction

Expansion Ratios by Language

Languagevs EnglishExample
German+30%"Settings" → "Einstellungen"
Finnish+30-40%Complex compound words
French+15-20%Longer phrases
Spanish+20-25%Gender agreement
Italian+15%
Russian+15%
Arabic+25%Plus RTL
Chinese-30%"Download" → "下载"
Japanese-10-20%
Korean-10%

UI Design Guidelines

css
/* ❌ Fixed width - will truncate */
.button { width: 100px; }

/* ✅ Flexible with constraints */
.button {
  min-width: 80px;
  max-width: 200px;
  padding-inline: 1rem;
}

/* ✅ Truncation with tooltip */
.label {
  max-width: 100%;
  overflow: hidden;
  text-overflow: ellipsis;
  white-space: nowrap;
}

Pseudo-Localization (Testing)

typescript
function pseudoLocalize(text: string): string {
  // 1. Preserve placeholders
  const placeholders: string[] = [];
  let processed = text.replace(/\{[^}]+\}/g, (match) => {
    placeholders.push(match);
    return `__PH${placeholders.length - 1}__`;
  });

  // 2. Transform characters (simulates accented text)
  processed = processed
    .replace(/a/g, 'à').replace(/A/g, 'À')
    .replace(/e/g, 'é').replace(/E/g, 'É')
    .replace(/i/g, 'í').replace(/I/g, 'Í')
    .replace(/o/g, 'ó').replace(/O/g, 'Ó')
    .replace(/u/g, 'ú').replace(/U/g, 'Ú');

  // 3. Add ~30% padding (simulates German expansion)
  const padding = '~'.repeat(Math.ceil(processed.length * 0.3));

  // 4. Wrap with markers (reveals untranslated strings)
  processed = `[${processed}${padding}]`;

  // 5. Restore placeholders
  placeholders.forEach((ph, i) => {
    processed = processed.replace(`__PH${i}__`, ph);
  });

  return processed;
}

// "Welcome, {name}!" → "[Wélcómé, {name}!~~~~~~]"

Benefits:

  • Reveals untranslated/hardcoded strings (missing [...] markers)
  • Tests text expansion before real translations
  • Works in development without translation files
  • Identifies layout issues early

Next.js i18n Setup

Middleware Configuration

typescript
// src/middleware.ts
import createMiddleware from 'next-intl/middleware';

export default createMiddleware({
  locales: ['en', 'en-GB', 'es', 'pt-BR', 'fr', 'de', 'ja', 'ko', 'zh-Hans', 'zh-Hant'],
  defaultLocale: 'en',
  localeDetection: true,  // Uses Accept-Language
});

export const config = {
  matcher: ['/((?!api|_next|_vercel|.*\\..*).*)'],
};

Request Configuration

typescript
// src/i18n/request.ts
import { getRequestConfig } from 'next-intl/server';
import { headers } from 'next/headers';

export default getRequestConfig(async () => {
  const headersList = headers();
  const acceptLanguage = headersList.get('accept-language');
  const locale = detectLanguageFromHeader(acceptLanguage);

  return {
    locale,
    messages: (await import(`@/messages/${locale}.json`)).default,
  };
});

URL Strategy Options

StrategyExampleProsCons
Subpath/es/dashboardSEO-friendly, shareableRouting complexity
Query param/dashboard?lang=esSimpleNot SEO-friendly
Cookie/HeaderAuto-detectSeamlessCan't share language links
Subdomaines.example.comClear separationDNS/hosting complexity

Recommendation: Subpath for public pages, cookie for app pages.


Localization Quality Assurance (LQA)

LQA Dimensions

DimensionFocusExample Issues
LinguisticGrammar, terminology"Guardar" vs "Salvar" (regional Spanish)
FunctionalLayout, encodingText truncation, broken characters
CulturalAppropriatenessColors, icons, date formats
LegalComplianceGDPR wording, privacy notices
TechnicalPerformanceRTL rendering, font loading

Automated Testing

typescript
describe('Localization QA', () => {
  const SUPPORTED_LOCALES = ['en', 'es', 'pt-BR', 'fr', 'de', 'ja'];

  // Test: All keys present
  test.each(SUPPORTED_LOCALES)('%s has all translation keys', (locale) => {
    const baseKeys = Object.keys(translations.en);
    const localeKeys = Object.keys(translations[locale] || {});
    const missing = baseKeys.filter(key => !localeKeys.includes(key));
    expect(missing).toEqual([]);
  });

  // Test: No empty translations
  test.each(SUPPORTED_LOCALES)('%s has no empty strings', (locale) => {
    const empty = Object.entries(translations[locale] || {})
      .filter(([_, v]) => !v?.trim())
      .map(([k]) => k);
    expect(empty).toEqual([]);
  });

  // Test: Placeholder consistency
  test.each(SUPPORTED_LOCALES)('%s has matching placeholders', (locale) => {
    const issues: string[] = [];
    Object.entries(translations.en).forEach(([key, enValue]) => {
      const enPlaceholders = (enValue.match(/\{[^}]+\}/g) || []).sort();
      const locValue = translations[locale]?.[key] || '';
      const locPlaceholders = (locValue.match(/\{[^}]+\}/g) || []).sort();
      if (JSON.stringify(enPlaceholders) !== JSON.stringify(locPlaceholders)) {
        issues.push(key);
      }
    });
    expect(issues).toEqual([]);
  });
});

Review Levels

LevelReviewerWhen
L1: AutomatedCI/CDEvery PR
L2: DeveloperEngineerBefore merge
L3: LinguisticNative speakerBefore release
L4: ProfessionalTranslation agencyMajor releases
L5: In-marketLocal usersPost-release

Bug Severity Classification

SeverityExamplesSLA
CriticalLegal text incorrect, offensive contentFix immediately
MajorUI broken, text truncated, missing stringsFix before release
MinorTypo, awkward phrasingFix in next release
PreferentialStyle choice, wording preferenceConsider for future

Terminology Management

Glossary Pattern

typescript
const GLOSSARY = {
  en: {
    assessment: 'Assessment',
    dashboard: 'Dashboard',
    settings: 'Settings',
  },
  'pt-BR': {
    assessment: 'Avaliação',      // NOT "Teste" or "Exame"
    dashboard: 'Painel',          // NOT "Dashboard" (avoid anglicisms)
    settings: 'Configurações',
  },
  es: {
    assessment: 'Evaluación',     // NOT "Examen"
    dashboard: 'Panel',
    settings: 'Configuración',
  },
};

// Terms to KEEP in English (brand names, technical terms)
const DO_NOT_TRANSLATE = [
  'Microsoft',
  'Azure',
  'Copilot',
  'AIRS',          // Brand name
  'AIRS-16',       // Research instrument
  'PDF',
  'API',
];

Recommended Libraries

PackagePurposeSize
next-intlNext.js App Router i18n~8KB
@formatjs/intl-localematcherBCP 47 locale matching~2KB
negotiatorAccept-Language parsing~3KB
intl-messageformatICU MessageFormat (plurals)~15KB
rtl-detectDetect RTL languages~1KB
tailwindcss-rtlTailwind RTL utilitiesDev only

File Structure

code
src/
├── i18n/
│   ├── config.ts           # Supported locales, defaults
│   ├── request.ts          # next-intl request config
│   ├── detect-language.ts  # Detection utilities
│   ├── formatters.ts       # Date/number/currency formatters
│   └── rtl.ts              # RTL utilities
├── messages/
│   ├── en.json             # English (base)
│   ├── en-GB.json          # British English
│   ├── es.json             # Spanish
│   ├── pt-BR.json          # Portuguese (Brazil)
│   ├── fr.json             # French
│   ├── de.json             # German
│   ├── ja.json             # Japanese
│   ├── ko.json             # Korean
│   ├── zh-Hans.json        # Chinese (Simplified)
│   └── zh-Hant.json        # Chinese (Traditional)
└── lib/
    └── pdf/
        ├── fonts.ts        # Font registration
        └── translations.ts # PDF-specific translations

Quick Reference

Language Switcher UX

Do:

  • Show native language names ("Deutsch" not "German")
  • Use flag + name (flags alone are problematic)
  • Group by region for long lists
  • Make switcher visible in header
  • Instant switch (no page reload)

Don't:

  • Hide in footer or settings
  • Use flags alone (languages ≠ countries)
  • Auto-switch without confirmation
  • Use English names for languages

Privacy Considerations

All detection methods should be GDPR/privacy compliant:

  • ✅ User selection (explicit consent)
  • ✅ Accept-Language header (browser setting, not PII)
  • ✅ Organization default (no personal data)
  • ❌ IP-based geolocation (PII, avoid)

Synapses

See synapses.json for connection mapping.

High Affinity:

  • testing-strategies — Localization testing, pseudo-loc
  • architecture — i18n architecture patterns

Medium Affinity:

  • vscode-extension-patterns — Extension localization
  • writing-publication — Multilingual content

Low Affinity:

  • graphic-design — RTL layouts, typography
  • cognitive-load — Minimize language-switching friction