Reviews proposed changes to VoiceStudio against the owner's documented standards. Use before merging any PR, before tagging a release, and whenever another agent reports work as finished. Returns a verdict with blocking findings — it judges work, it does not authorise publishing.
Agent "negative-numbers" from NickZaitsev/ru-normalizr, covering unary minus vs. hyphen, the failure mode, the one exception: equations and rule for new patterns.
MorphAnalyzer.parse() orders candidates by a non-contextual dictionary score. The first candidate is therefore only a fallback, never contextual disambiguation. Callers that know a syntactic role or domain lexeme must use the shared linear selectparse() policy and constrain POS, normal form, gender, animacy, number…
ML engineering specialist sub-agent. Designs and implements inference pipelines, provider selection, quantization strategies, and hardware abstraction for ONNX models. Benchmark-driven — measures before optimizing.