magic-linguistic-orchestrator

Natural Language Triggers

Activate this skill's workflow when the user says things like:

• "help me build an LLM for [language]" / "fine-tune for Yoruba/Khmer/Quechua/..."
• "my tokenizer produces garbage for [language]" / "tokenizer fertility is bad"
• "train a Cantonese model" / "low-resource MT" / "translate into Twi"
• "evaluate on FLORES / Belebele / AfroBench / IndicXTREME / SEACrowd"
• "what data exists for [language]?" / "find a parallel corpus for ..."
• "build a tokenizer for an agglutinative / polysynthetic / abugida script language"
• "annotate a treebank" / "do UD parsing for ..." / "discourse analysis on ..."
• "linguistic documentation" / "ELAN / Praat / FLEx export"
• A bare target language name + any ML/NLP verb

These produce the SAME structured behavior as /linguistic:lifecycle or /linguistic:status. Slash commands are shortcuts -- natural language works equally well.

When to Use