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Augustus

An agent skill for deciding where typed judgments belong beside code, policy, and generation, with Jev examples for question design and abstention plus an offline probability and threshold evaluator.
Stars
12
Language
Python
License
MIT
Reading time
3 min
Published by
Community
Author
24601
Last verified
Sep 2026

24601/Augustus

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Agent skills for designing, training, evaluating and improving application-specific decision systems. Primitive/model selection, data assembly, export/reload and bounded hill climbing. TypeSafe Jev is the default hosted exemplar; independent of TypeSafe.

Forks
2
Last pushed
Updated Sep 2026

Repo stats from the GitHub API, cached Oct 2026.Homepage

About this project

Find, build, evaluate, and improve systems with decision models.

Quoted from the project's README. Read the full README.

Highlights

  • Companion to the official typesafe-ai skill: that skill owns Jev integration contracts; Augustus owns design judgment such as fail-open versus fail-closed.
  • Covers the wider decision-model class, including GLiNER, Laya, kev, OpenJev, SemIf, NanoJev, Jeff-1, and localjev, not only TypeSafe Jev.
  • Recipe cards warn against treating schema-valid output as correct, API confidence as P(correct), or a soft Noul as a hard gate.
  • Version 0.5.1 is written against typesafe-ai/skills v0.5.7 and tells readers to re-read live TypeSafe docs before trusting the pin.

Quickstart

bash
claude plugin install augustus@augustus

Watch out

MIT-licensed. It is not a TypeSafe product, and the README warns that its pinned typesafe-ai/skills version may lag live API behavior.

Questions about this entry

Short answers drawn from the linked project or page.

From the Jev guides

Original write-ups on what this entry is for.

From the Jev AI model community

Posts from builders shipping with Jev right now.

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