Verified:GitHub

multilingual-reasoning

Detect input language and solve problems natively without translating to English.

1|Updated Feb 26, 2026

Search Tags:#localization #reasoning #multilingual #language-detection #instruction-following #cross-lingual #regional-knowledge

Ready to run

npx skills add https://github.com/ahoynodnarb/reasoning-based-skills --skill multilingual-reasoning

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: multilingual-reasoning
Source: https://github.com/ahoynodnarb/reasoning-based-skills/tree/main/multilingual-reasoning
Command: npx skills add https://github.com/ahoynodnarb/reasoning-based-skills --skill multilingual-reasoning

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Solve the challenge of reasoning in languages other than English by enabling true native-language thinking, avoiding English-centric framing, and improving accuracy for multilingual users.

Core Features & Use Cases

Native-language reasoning and problem solving in Arabic, Chinese, Spanish, and more, without translation wrappers.
Language detection, script/dialect calibration, and register matching to ensure appropriate tone and terminology.
Step-by-step instruction parsing with constraint tracking performed in the target language.
Regional knowledge grounding using endonyms and local terminology for region-specific questions.

Quick Start

Provide a problem in your target language and request reasoning and answers in that same language.

Frequently Asked Questions about multilingual-reasoning

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

FAQPage Schema

How do I get native-language reasoning without translating to English first?▼

To achieve native-language reasoning, provide your problem in the target language and request the answer in that same language. The system detects the input language and solves problems directly without English translation wrappers, ensuring native-quality thinking.

Can I solve math and logic problems using cross-lingual instruction parsing?▼

Yes, you can solve math and logic problems using cross-lingual instruction parsing. The system performs step-by-step constraint tracking and multi-step instruction parsing directly in your target language, maintaining language-appropriate terminology throughout the reasoning process.

Does multilingual reasoning support regional knowledge and local context?▼

Multilingual reasoning fully supports regional knowledge by applying local terminology and endonyms for region-specific questions. It grounds answers in accurate cultural context, ensuring the terminology and local context match the target language and region.

How does language detection handle script and dialect calibration?▼

Language detection handles script and dialect calibration by automatically identifying the input language and matching the appropriate register. This ensures the response uses the correct tone, dialect, and language-appropriate terminology for accurate cross-lingual communication.

What is the best way to avoid English-centric framing in multilingual tasks?▼

The best way to avoid English-centric framing in multilingual tasks is to use a native-language reasoning approach that bypasses translation entirely. By processing logic and regional knowledge directly in the input language, you eliminate translation wrappers and preserve authentic context.