Globalyze

OpenClaw for localization.

Automatically internationalize your React application.

Globalyze scans your codebase, extracts UI strings, generates semantic translation keys, rewrites components, and produces ready-to-use locale files.

Run one command:

globalyze globalize

And your app becomes multilingual.

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Example

Before:

<button>Pay now</button>

Run:

globalyze globalize

After:

<button>{t("checkout.pay_button")}</button>

Globalyze also generates locale files automatically:

{
  "checkout.pay_button": "Pay now"
}

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Quick Start

Install Globalyze:

bun add -g github:Bil0000/Globalyze

Configure environment variables in .env (see Environment Variables below) before initializing:

OPENAI_API_KEY=your_openai_key
GEMINI_API_KEY=your_gemini_key
LINGO_API_KEY=your_lingo_key
OPENAI_API_KEY_2=your_second_openai_key # Optional
GEMINI_API_KEY_2=your_second_gemini_key # Optional

Initialize your project:

globalyze init

Run the first-time migration:

globalyze globalize

Keep translations updated later:

globalyze sync

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AI Skill

Globalyze includes an AI skill for agent workflows.

Install:

npx skills add Bil0000/Globalyze --skill globalyze

This enables Cursor / Codex / AI agents to use the CLI correctly.

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How Globalyze Is Different

Traditional i18n libraries such as:

• react-i18next
• next-intl
• react-intl

handle runtime translations.

They expect developers to manually:

• extract UI strings
• add translation keys
• rewrite components
• maintain locale files

Globalyze automates this process.

Instead of manually converting your application, Globalyze automatically internationalizes the codebase using AST transforms.

You still use a runtime library for translations, but Globalyze handles the migration and lifecycle.

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Developer Experience

Typical localization workflow:

1. Find UI strings
2. Create translation keys
3. Rewrite components
4. Create locale files
5. Maintain translations

With Globalyze:

1. Run globalyze globalize
2. Add a language picker

That's it.

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Core Capabilities

Globalyze provides automated internationalization using:

• AST-based source extraction from React code
• semantic translation key generation
• runtime adapter integration
• automatic locale file generation
• incremental sync workflows
• automated translation using Lingo.dev

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Advanced Tooling

Globalyze also includes advanced localization tooling:

• translation graph inspection
• duplicate translation detection
• unused key cleanup
• ownership and governance controls
• OCR screenshot review for missing strings
• AI-assisted workflows
• project localization health analysis

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Supported App Setups

Globalyze supports common React project structures:

• Next.js App Router
• Next.js Pages Router
• Vite React
• Remix
• TanStack Start
• React Router SPAs
• standard React entry-point apps

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Runtime Adapters

Supported adapters:

• generic
• custom
• react-i18next
• next-intl
• react-intl

Adapters determine how runtime translation calls and providers are wired.

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Installation Options

Recommended: Global CLI

bun add -g github:Bil0000/Globalyze

Verify installation:

globalyze --help

Update later:

globalyze update

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Development Workflow

If you are developing Globalyze itself:

git clone https://github.com/Bil0000/Globalyze.git
cd globalyze
bun install
bun link

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Environment Variables

Globalyze uses a .env file:

OPENAI_API_KEY=your_openai_key
OPENAI_API_KEY_2=your_second_openai_key
GEMINI_API_KEY=your_gemini_key
GEMINI_API_KEY_2=your_second_gemini_key
LINGO_API_KEY=your_lingo_key

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AI Key Rotation

Globalyze supports multiple API keys.

Order used:

1. OPENAI_API_KEY
2. OPENAI_API_KEY_2
3. OPENAI_API_KEY_3
4. Gemini fallback keys

If all keys are rate-limited, Globalyze falls back to deterministic key generation.

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Core Workflow

1. Initialize

globalyze init

This command:

• detects project languages
• selects runtime adapter
• configures locale structure
• optionally installs adapter dependencies
• optionally wires runtime providers
• generates language switcher helpers
• creates globalyze.config.ts

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2. Globalize the Project

globalyze globalize

This command:

• scans the codebase
• extracts UI strings
• generates translation keys
• rewrites components
• generates locale files
• translates target languages
• updates runtime manifests
• runs a post-migration audit

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3. Keep Translations Updated

globalyze sync

This command:

• detects new UI strings
• updates locale files
• fills missing translations
• refreshes runtime artifacts
• updates translation graph
• runs a post-sync audit

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Command Overview

Command	Purpose
init	configure project
globalize	convert project to use translations
sync	maintain translations
watch	auto-sync during development
analyze	localization health report
audit	detect missed UI strings

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Automatic Runtime Setup

Globalyze can scaffold runtime integration automatically.

Depending on framework and adapter it may generate:

• src/i18n.ts
• src/i18n/useLocale.ts
• src/i18n/runtime.ts
• src/components/GlobalyzeLanguageSwitcher.tsx
• src/runtime/languageLabels.ts
• src/lib/i18n/translations.generated.ts

If safe runtime wiring cannot be performed automatically, Globalyze generates:

• globalyze.runtime.md

with manual instructions.

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Automatic Language Switcher

Globalyze can generate:

• GlobalyzeLanguageSwitcher
• locale hooks
• language label helpers
• optional development floating switcher

Developers can place the switcher anywhere in the UI.

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CI/CD

Globalyze includes a GitHub Action that runs on every pull request. You can copy it directly from this repo, it works out of the box on your project.

Setup

1. Copy the workflow file into your repo:

   mkdir -p .github/workflows
   curl -o .github/workflows/globalyze.yml https://raw.githubusercontent.com/Bil0000/Globalyze/main/.github/workflows/globalyze.yml

   Or manually copy .github/workflows/globalyze.yml into your project.

2. Add repository secrets (Settings → Secrets and variables → Actions):

   Secret	Purpose
   GLOBALYZE_OPENAI_API_KEY	OpenAI API key for translation
   GLOBALYZE_GEMINI_API_KEY	Gemini API key (fallback)
   GLOBALYZE_LINGO_API_KEY	Lingo.dev API key for automated translation

3. Add a repository variable (Settings → Secrets and variables → Actions → Variables):

   Variable	Value
   GLOBALYZE_INSTALL_SOURCE	github:Bil0000/Globalyze

   This tells the workflow where to install Globalyze from. If you use a fork or a different install source, set it accordingly.

What It Does

On every pull request, the workflow:

• Installs Globalyze and runs globalyze sync to update locale files
• Commits and pushes any translation changes back to the PR branch (so reviewers see up-to-date translations)
• Runs globalyze scan --fail-on-findings to check for hardcoded UI strings
• Runs globalyze sync --check to verify locale coverage

If the scan finds hardcoded strings or coverage is missing, the workflow fails—keeping your localization in sync with CI.

Note: For pull requests from forks, the workflow cannot push commits. It will still run the sync and checks, but you'll need to run globalyze sync locally to apply fixes.

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Performance

Globalyze is designed for large codebases:

• extraction caching
• bounded concurrency
• incremental sync workflows
• locale reuse
• generated artifact exclusion from scanning

The first globalize run is the heaviest operation.

Later sync runs are much faster.

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License

MIT