document-localize

Add localized language annotations to LLM instruction files.

7|1|Updated Mar 30, 2024

Search Tags:#git #documentation #prompt engineering #localization #multilingual #instruction tuning #llm prompts

Ready to run

npx skills add https://github.com/Lionad-Morotar/local-tools --skill document-localize

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: document-localize
Source: https://github.com/Lionad-Morotar/local-tools/tree/main/local-link/skills/document-localize
Command: npx skills add https://github.com/Lionad-Morotar/local-tools --skill document-localize

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of adding language localization annotations to instructions intended for Large Language Models (LLMs), ensuring consistent and accurate output in various languages.

Core Features & Use Cases

Instruction Localization: Automatically appends language-specific markers (e.g., "要求：使用中文") to LLM prompts.
Multi-Operation Support: Identifies and annotates various instruction types, including document writing, Git operations, and code commenting.
Use Case: When preparing prompts for a multilingual team, use this Skill to ensure that LLM-generated summaries or code comments are consistently requested in the target language for each user.

Quick Start

Add Chinese localization to the instruction 'Write a summary of the changes'.

Frequently Asked Questions about document-localize

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I add Chinese localization annotations to LLM instruction files?▼

To add Chinese localization annotations to LLM instruction files, you append language-specific markers like "要求：使用中文" to your prompts. This ensures the LLM consistently outputs responses in the specified target language.

Can I enforce multilingual output for Git commit messages and code comments?▼

Yes, you can enforce multilingual output for Git commit messages and code comments. The Skill identifies these instruction types and appends language markers, ensuring LLM-generated text adheres to the target language.

What is instruction localization for prompt engineering?▼

Instruction localization for prompt engineering is the process of adding language-specific markers to LLM prompts. It solves the problem of inconsistent language output by ensuring LLMs generate document text, summaries, or comments in a specified language.

Does this approach support localization for languages other than Chinese?▼

Yes, this localization approach supports languages other than Chinese. It triggers when content needs to be generated in Japanese, Korean, or various other languages by appending the appropriate language-specific markers to instructions.

How do I prepare multilingual team prompts for consistent LLM output?▼

To prepare multilingual team prompts for consistent LLM output, apply localized annotations to your instruction files. This automatically modifies prompts so LLM-generated summaries and comments match the target language for each user.

When should I not use automated prompt localization for LLMs?▼

You should not use automated prompt localization for LLMs when your instructions already contain explicit language constraints or when operating in a strictly monolingual environment where target language markers are redundant.