Learning Translation Quality Assurance

Assess and validate the quality of translated educational content for pedagogical equivalence and accuracy.

When to Use

• Validating professional translations

• Quality control for localized curriculum

• Ensuring pedagogical accuracy across languages

• Maintaining terminology consistency

• Measuring translation effectiveness

Quality Dimensions

1. Pedagogical Equivalence

Beyond Linguistic Accuracy:

• Do learning objectives translate effectively?

• Are explanations equally clear?

• Do examples work in target culture?

• Is cognitive load equivalent?

• Are scaffolding and hints preserved?

2. Terminology Consistency

Educational Vocabulary:

• Subject-specific terms used consistently

• Pedagogical terms standardized

• Assessment terminology aligned

• Glossary compliance

3. Educational Accuracy

Content Integrity:

• Mathematical/scientific accuracy maintained

• Historical facts culturally appropriate

• Technical precision preserved

• Citations and references validated

4. Readability and Level

Age-Appropriate Language:

• Reading level matches original

• Sentence complexity equivalent

• Vocabulary difficulty calibrated

CLI Interface

/learning.translation-quality --source "course-en.md" --translation "course-es.md" --glossary "terms.json"

Output

• Quality score (0-100)

• Pedagogical equivalence report

• Terminology issues flagged

• Readability comparison

• Recommendations

Exit Codes

• 0: Translation quality acceptable

• 1: Critical quality issues

• 2: Pedagogical equivalence compromised