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Updated 2w ago

by 24601

Augustus

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.

  • New — Created in the last 30 days
Works with
  • Claude
  • Codex
View on GitHub (opens in a new tab)

12 GitHub stars (12)

+12 in 29 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 17: +2 in total; the busiest day was Oct 3 with +1 stars.Oct 1: 0 starsOct 2: 0 starsOct 3: +1 starsOct 4: 0 starsOct 5: 0 starsOct 6: 0 starsOct 7: 0 starsOct 8: 0 starsOct 9: 0 starsOct 10: 0 starsOct 11: 0 starsOct 12: 0 starsOct 13: 0 starsOct 14: 0 starsOct 15: +1 starsOct 16: 0 starsOct 17: 0 stars
Stars gained between daily snapshots
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  • 2 skills (2 skills found in its SKILL.md files)
  • 2 forks (2 forks)
  • 2w ago last update (Last updated 2w ago)

Install

Skills CLI

npx skills add 24601/Augustus

Asks which skills and agents to install. Just one: npx skills add 24601/Augustus --skill augustus-train — add -g for every project.

Claude Code

git clone https://github.com/24601/Augustuscp -r "Augustus/.agents/skills/augustus-train" ~/.claude/skills/

Copies the augustus-train skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add 24601/Augustus

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • augustus-train

    Builds and improves task-specific decision artifacts from application requirements and labeled records. Use for data assembly, primitive and base-model selection, fitting, export/reload, inference policy, or bounded data/model/program improvement. Includes rules and no-training outcomes; does not require a rung ladder or training a general Jev.

    .agents/skills/augustus-train/SKILL.md on GitHub (opens in a new tab)

  • augustus

    Find, build, evaluate, and improve systems using decision models. Use for bounded classification, routing, ranking, Choice/Score/Noul, decision-model composition, evaluation harnesses, prompt/program hill climbing, and Software 3.0 workflows across software, business, organizations, and life. Separate models, code, and human judgment. TypeSafe Jev is the default hosted exemplar. Not for straightf…

    .agents/skills/augustus/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.