translation-quality-assessment

Analyze Chuukese-English translations for cultural and linguistic accuracy.

Updated Dec 3, 2025
One-click install
npx skills add https://github.com/findinfinitelabs/chuuk --skill translation-quality-assessment
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: translation-quality-assessment
Source: https://github.com/findinfinitelabs/chuuk/tree/main/.claude/skills/translation-quality-assessment
Command: npx skills add https://github.com/findinfinitelabs/chuuk --skill translation-quality-assessment

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill evaluates translation outputs between Chuukese and English, ensuring linguistic accuracy and cultural relevance to prevent misinterpretation or cultural miscommunication.

Core Features & Use Cases

  • Cultural context validation: Detect and preserve culturally significant terms and concepts during translation.
  • Linguistic accuracy & consistency: Check tense, syntax, and terminology alignment between source and target languages.
  • Automated quality metrics: Compute BLEU, chrF, and other metrics, with support for batch evaluations and model comparisons.
  • Use Case: Linguists validating a Chuukese-English translation of a traditional story or an educational resource.

Quick Start

To assess a translation, provide a Chuukese sentence and its English translation to the Skill. Example: chuukese_text = "Kopwe pwan chomong ngonuk" ; english_translation = "We will help those Chuukese people". Review the cultural and linguistic results and recommended improvements.

Frequently Asked Questions about translation-quality-assessment

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

FAQPage Schema
How do I assess Chuukese to English translation quality using BLEU and chrF metrics?

You can assess Chuukese to English translation quality by submitting source and target text to compute BLEU and chrF scores, which measures linguistic accuracy and consistency while flagging potential cultural misinterpretations.

What is the best way to validate cultural context in Chuukese-English translations?

Validating cultural context in Chuukese-English translations involves detecting and preserving culturally significant terms and concepts during the assessment, ensuring traditional stories or educational resources maintain their original meaning and relevance.

Can I run batch translation quality assessments for multiple Chuukese-English sentences?

Batch translation quality assessments are supported for multiple Chuukese-English sentences, enabling batch evaluations and model comparisons using automated metrics like BLEU and chrF to ensure linguistic accuracy across large datasets.

Do I need sacrebleu and Python NLP tooling to compute chrF scores for Chuukese translations?

You need Python libraries such as sacrebleu and NLP tooling to compute chrF scores for Chuukese translations, as these dependencies are required to run the automated quality metrics and linguistic checks.

Why does my Chuukese translation quality assessment check tense and syntax alignment?

Chuukese translation quality assessment checks tense and syntax alignment to ensure linguistic accuracy and consistency between the source and target languages, preventing grammatical errors and structural misinterpretations.

Does translation quality assessment work for educational resources translated from Chuukese to English?

Translation quality assessment works for educational resources translated from Chuukese to English by evaluating linguistic accuracy, cultural relevance, and terminology alignment, ensuring the content is suitable for educational use without miscommunication.