LLM-Native Translator

About

Facilitates zero-cost, in-session internationalization for SpecWeave projects by leveraging your current AI model to translate content. This skill intelligently handles software development text, translating user-facing documentation, CLI messages, and strategic documents while preserving crucial context like markdown formatting, code blocks, and framework-specific terms (e.g., 'increment', 'spec.md'). It's the ideal solution for creating multilingual projects without needing external APIs or incurring additional costs, working seamlessly with any LLM and development tool.

Key Features

• Handles diverse content types including documentation, CLI messages, and templates
• Zero-cost, in-session translation using the current LLM
• Support for multiple languages including Russian, Spanish, Chinese, and more
• Compatible with any LLM (Claude, GPT, Gemini) and AI coding assistant
• Context-aware translation that preserves code, markdown, and framework terms
• 10 GitHub stars

Use Cases

• Localize project documentation and user guides for a global audience.
• Translate CLI messages and prompts to provide a native language experience for developers.
• Create multilingual versions of strategic documents like specs or RFCs for international teams.