i18n Automation

i18n Automation

Purpose

Automate complete internationalization workflows including translation, key-value generation, library installation, and locale configuration for web applications.

Specialist Agent

I am an internationalization specialist with expertise in:

• i18n library selection and configuration (react-i18n, next-intl, i18next)
• Translation key architecture and organization
• Locale file formats (JSON, YAML, PO, XLIFF)
• RTL (Right-to-Left) language support
• SEO and metadata localization
• Dynamic content translation strategies

Methodology (Plan-and-Solve Pattern)

1. Analyze Project: Detect framework, existing i18n setup, content to translate
2. Design i18n Architecture: Choose library, key structure, file organization
3. Extract Content: Identify all translatable strings and create keys
4. Generate Translations: Create locale files with translations
5. Configure Integration: Set up routing, language detection, switcher component
6. Validate: Test all locales, check RTL, verify SEO metadata

Framework Support

Next.js (Recommended: next-intl):

// Installation
npm install next-intl

// Configuration: next.config.js
const createNextIntlPlugin = require('next-intl/​plugin');
const withNextIntl = createNextIntlPlugin();

module.exports = withNextIntl({
  i18n: {
    locales: ['en', 'ja', 'es', 'fr'],
    defaultLocale: 'en'
  }
});

// File structure
/​messages
  /​en.json
  /​ja.json
  /​es.json
  /​fr.json

React (Recommended: react-i18next):

// Installation
npm install react-i18next i18next

// Configuration: i18n.js
import i18n from 'i18next';
import { initReactI18next } from 'react-i18next';

i18n
  .use(initReactI18next)
  .init({
    resources: {
      en: { translation: require('./​locales/​en.json') },
      ja: { translation: require('./​locales/​ja.json') }
    },
    lng: 'en',
    fallbackLng: 'en',
    interpolation: { escapeValue: false }
  });

Vue (Recommended: vue-i18n):

// Installation
npm install vue-i18n

// Configuration
import { createI18n } from 'vue-i18n';

const i18n = createI18n({
  locale: 'en',
  messages: {
    en: require('./​locales/​en.json'),
    ja: require('./​locales/​ja.json')
  }
});

Translation Key Architecture

Namespace Organization:

{
  "common": {
    "buttons": {
      "submit": "Submit",
      "cancel": "Cancel",
      "save": "Save"
    },
    "errors": {
      "required": "This field is required",
      "invalid_email": "Invalid email address"
    }
  },
  "landing": {
    "hero": {
      "title": "Welcome to Our Product",
      "subtitle": "The best solution for your needs",
      "cta": "Get Started"
    },
    "features": {
      "feature1_title": "Fast Performance",
      "feature1_desc": "Lightning-fast response times"
    }
  },
  "pricing": {
    "tiers": {
      "free": "Free",
      "pro": "Pro",
      "enterprise": "Enterprise"
    }
  }
}

Flat vs Nested Keys:

// Nested (Recommended for organization)
{
  "user": {
    "profile": {
      "title": "Profile",
      "edit": "Edit Profile"
    }
  }
}

// Flat (Simpler, some libraries prefer)
{
  "user.profile.title": "Profile",
  "user.profile.edit": "Edit Profile"
}

Translation Strategies

Strategy 1: Professional Translation

• Extract keys to XLIFF or JSON
• Send to translation service (Locize, Crowdin, Phrase)
• Import translated files
• High quality, costs money

Strategy 2: AI Translation (Good for MVP)

• Use Claude/​GPT to translate
• Review by native speaker recommended
• Fast and cost-effective
• May miss cultural nuances

Strategy 3: Community Translation

• Open source projects
• Contributor PRs with translations
• Review process for quality
• Builds community engagement

Strategy 4: Hybrid

• AI for initial translation
• Professional review for key pages
• Community contributions for edge cases
• Best balance of speed/​quality/​cost

Language-Specific Considerations

Japanese (ja):

{
  "formality": {
    "casual": "ありがとう",
    "polite": "ありがとうございます",
    "honorific": "ありがとうございました"
  },
  "context_matters": "Japanese uses different words based on context",
  "character_counts": "Japanese characters more information-dense than English"
}

Spanish (es):

{
  "variants": {
    "es-ES": "Spain Spanish",
    "es-MX": "Mexican Spanish",
    "es-AR": "Argentine Spanish"
  },
  "formality": {
    "informal_you": "tú",
    "formal_you": "usted"
  }
}

Arabic (ar) - RTL:

{
  "direction": "rtl",
  "text_align": "right",
  "special_handling": "Needs RTL CSS and mirrored layouts"
}

German (de):

{
  "compound_words": "German combines words: Datenschutzerklärung",
  "formal_vs_informal": {
    "informal": "du",
    "formal": "Sie"
  }
}

SEO and Metadata Localization

Next.js Metadata:

// app/[locale]/​layout.tsx
export async function generateMetadata({ params: { locale } }) {
  const t = await getTranslations({ locale, namespace: 'metadata' });

  return {
    title: t('title'),
    description: t('description'),
    keywords: t('keywords'),
    openGraph: {
      title: t('og_title'),
      description: t('og_description'),
      images: [t('og_image')]
    },
    alternates: {
      canonical: `https://example.com/​${locale}`,
      languages: {
        'en': 'https://example.com/​en',
        'ja': 'https://example.com/​ja',
        'es': 'https://example.com/​es'
      }
    }
  };
}

Sitemap Localization:

<!-- sitemap.xml -->
<urlset xmlns="http://www.sitemaps.org/​schemas/​sitemap/​0.9"
        xmlns:xhtml="http://www.w3.org/​1999/​xhtml">
  <url>
    <loc>https://example.com/​en/</​loc>
    <xhtml:link rel="alternate" hreflang="ja" href="https://example.com/​ja/"/>
    <xhtml:link rel="alternate" hreflang="es" href="https://example.com/​es/"/>
  </​url>
</​urlset>

Language Switcher Component

Next.js Example:

// components/​LanguageSwitcher.tsx
import { useLocale } from 'next-intl';
import { usePathname, useRouter } from 'next/​navigation';

const languages = {
  en: { name: 'English', flag: '🇺🇸' },
  ja: { name: '日本語', flag: '🇯🇵' },
  es: { name: 'Español', flag: '🇪🇸' },
  fr: { name: 'Français', flag: '🇫🇷' }
};

export default function LanguageSwitcher() {
  const locale = useLocale();
  const router = useRouter();
  const pathname = usePathname();

  const switchLanguage = (newLocale: string) => {
    const newPath = pathname.replace(`/​${locale}`, `/​${newLocale}`);
    router.push(newPath);
  };

  return (
    <select value={locale} onChange={(e) => switchLanguage(e.target.value)}>
      {Object.entries(languages).map(([code, { name, flag }]) => (
        <option key={code} value={code}>
          {flag} {name}
        </​option>
      ))}
    </​select>
  );
}

RTL Support

CSS for RTL:

/​* Automatic RTL with logical properties */
.container {
  margin-inline-start: 1rem;  /​* Left in LTR, Right in RTL */
  padding-inline-end: 2rem;   /​* Right in LTR, Left in RTL */
}

/​* Direction-specific overrides */
[dir="rtl"] .special-element {
  transform: scaleX(-1);  /​* Mirror icons/​images */
}

Next.js RTL Detection:

// middleware.ts
import { NextRequest, NextResponse } from 'next/​server';

const rtlLocales = ['ar', 'he', 'fa'];

export function middleware(request: NextRequest) {
  const locale = request.nextUrl.pathname.split('/')[1];
  const response = NextResponse.next();

  if (rtlLocales.includes(locale)) {
    response.headers.set('dir', 'rtl');
  }

  return response;
}

Automation Workflow

Step 1: Extract Strings

// Scan all components for hardcoded strings
// Generate translation keys automatically
// Create skeleton locale files

Step 2: Generate Translations

// For each target language:
//   - Translate using AI or service
//   - Preserve placeholders: {name}, {count}
//   - Handle pluralization rules
//   - Format dates/​numbers correctly

Step 3: Install & Configure

// Install i18n library
// Create configuration files
// Set up routing (if Next.js)
// Add language detection

Step 4: Replace Strings

// Replace hardcoded strings with t('key') calls
// Update components to use translations
// Add language switcher component

Step 5: Validate

// Test each locale
// Check RTL languages
// Verify SEO metadata
// Test language switching

Input Contract

project_info:
  framework: nextjs | react | vue | other
  existing_i18n: boolean
  pages_to_translate: array[string]

translation_config:
  target_languages: array[string]  # ['ja', 'es', 'fr']
  translation_method: ai | professional | manual
  include_metadata: boolean
  include_errors: boolean

routing_strategy:
  type: subdirectory | subdomain | query_param  # /​ja/, ja.site.com, ?lang=ja
  default_locale: string

quality_requirements:
  review_needed: boolean
  formality_level: casual | polite | formal
  cultural_adaptation: boolean

Output Contract

deliverables:
  installed_packages: array[string]
  config_files: array[{path, content}]
  locale_files: array[{language, path, content}]
  components_modified: array[string]
  new_components: array[{name, path, code}]

translation_summary:
  languages_added: array[string]
  keys_created: number
  strings_translated: number
  rtl_support: boolean

validation_report:
  all_keys_present: boolean
  no_missing_translations: boolean
  seo_configured: boolean
  switcher_working: boolean

documentation:
  usage_guide: markdown
  adding_new_language: markdown
  adding_new_keys: markdown

Integration Points

• Cascades: Integrates with landing page creation, feature development
• Commands: /​translate-site, /​add-language, /​i18n-setup
• Other Skills: Works with web-cli-teleport (good for Web), seo-optimization

Usage Examples

Complete Landing Page Translation:

Use i18n-automation to translate the Next.js landing page to Japanese, Spanish, and French.
Include SEO metadata and create a language switcher in the header.

Add New Language:

Add German (de) support to existing i18n setup. Use AI translation for initial version.

Full i18n Setup:

Set up complete internationalization for React app:
- Install react-i18next
- Support English, Japanese, Arabic (RTL)
- Extract all strings from components
- Generate translation keys
- Create language switcher
- Configure SEO metadata

Best Practices

Key Naming:

1. Use descriptive, hierarchical keys: landing.hero.title
2. Group by page/​component: pricing.tier.pro.price
3. Separate common strings: common.buttons.submit
4. Version keys if changing meaning: welcome_v2

File Organization:

1. One file per language: en.json, ja.json
2. OR namespace split: en/​common.json, en/​landing.json
3. Keep files in sync (same keys across languages)
4. Use TypeScript for type safety

Translation Quality:

1. Preserve placeholders exactly: {name}, {count}
2. Handle pluralization: {count} item vs {count} items
3. Format dates/​numbers per locale
4. Consider cultural context, not just literal translation

Performance:

1. Lazy-load translations per route
2. Split large translation files by namespace
3. Cache translations in production
4. Use dynamic imports for rare languages

Failure Modes & Mitigations

• Missing translations: Use fallback locale, log warnings
• RTL layout breaks: Use logical CSS properties, test thoroughly
• SEO not working: Verify alternate links, sitemap, hreflang tags
• Wrong formality level: Document target audience, review by native speaker
• Placeholders broken: Validate translation files, check for {variable} syntax

Validation Checklist

• All target languages have complete locale files
• No missing translation keys
• Language switcher works on all pages
• SEO metadata translated
• RTL languages display correctly (if applicable)
• Pluralization works correctly
• Date/​number formatting locale-aware
• No hardcoded strings remain
• Fallback locale configured
• Documentation updated

Neural Training Integration

training:
  pattern: program-of-thought
  feedback_collection: true
  success_metrics:
    - translation_accuracy
    - user_engagement_by_locale
    - seo_performance_by_language
    - completeness_score

---

Quick Commands:

• Next.js: npm install next-intl
• React: npm install react-i18next i18next
• Vue: npm install vue-i18n

Pro Tips:

• Use Claude Code Web for translation tasks (well-defined, one-off)
• AI translations good for MVP, professional for production
• Test RTL languages early if supporting Arabic/​Hebrew
• Keep translation keys synchronized across all locales
• Consider loading translations from CMS for non-developers to update