Onesie

About

Onesie is a Unix-style command-line tool for calling System One models (small, fast classification-style language models such as TypeSafe's Jev) from shell pipelines, scripts, and agentic workflows. It adds caching, batching, deduplication, and streaming, plus a calibration command that tunes thresholds and question wording against labeled data to reduce false positives and negatives.