hunch (steven-shoemaker)
Python library, with a TypeScript port, that turns Jev Choice, Score, and Noul questions into functions over lists and DataFrames: classify, score, check, where, extract, pick, rank, verify.
Ask Jev over columns of data: closed-set questions, cached and joined back.
How it uses Jev
Jev does the judging. Jev is TypeSafe's classifier with frontier-level intelligence, and it needs no fine-tuning. You send it some state and a typed question. It answers with a probability distribution instead of prose. It knows three kinds of question, and every hunch verb is built from them:
Getting started
The LLM can be any of these. Only generate , discover , refine , and escalation use it.
- Language
- Python 100%
- License
- MIT
- Latest release
- hunch 0.10.0
- Last activity
- Sep 2026
- Added
- 2026-09-22
- Stars at snapshot
- 0
- Status
- Community listing
Source: community catalog. Details and metrics reflect the published community snapshot and are not a performance endorsement. Documentation details extracted from GitHub · the README.