LLM-Native Translator
Translates SpecWeave documentation, templates, and CLI messages into multiple languages using the current LLM session.
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
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.
FAQ
What makes this skill's translations high-quality?
Its translations are context-aware. The skill understands developer content, so it intelligently keeps framework terms (like 'increment', 'spec.md'), code blocks, and technical jargon in English, while accurately translating the surrounding prose for natural-sounding results.
When should I use this skill?
Use this skill whenever you need to internationalize your project's user-facing text. It's ideal for translating documentation for a global audience, localizing CLI outputs, or creating multilingual templates without any extra setup or cost.
What does the LLM-Native Translator skill do?
This skill translates developer-focused content like documentation, CLI messages, and project templates into multiple languages. It uniquely uses your current AI conversation for translation, making it a zero-cost, in-session tool.
How does this skill improve my workflow?
It integrates translation directly into your development workflow, saving time and money. By using your existing AI assistant (like Claude, GPT, or Gemini), it provides instant, context-aware translations that preserve code, technical terms, and markdown formatting.
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