natural-language

SKILL.md

NaturalLanguage + Translation

Analyze natural language text for tokenization, part-of-speech tagging, named
entity recognition, sentiment analysis, language identification, and word/sentence
embeddings. Translate text between languages with the Translation framework.
Targets Swift 6.3 / iOS 26+.

This skill covers two related frameworks: NaturalLanguage (NLTokenizer, NLTagger, NLEmbedding) for on-device text analysis, and Translation (TranslationSession, LanguageAvailability) for language translation.

Scope boundary: Use this skill after you already have text. It owns
tokenization, language identification, POS/NER tagging, sentiment, embeddings,
custom NLModel classifiers/taggers, and in-app translation. Hand off OCR to
vision-framework, speech-to-text to speech-recognition, UI strings and
locale formatting to ios-localization, and generative summarization or Apple
Intelligence workflows to apple-on-device-ai.

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