augustus skillA
augustus is agent-read markdown (skill) from 24601/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 straightforward arithmetic, prose rewriting, or provider setup alone..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Augustus Equip agents to discover useful decision-model placements, build working systems, construct evaluations, and improve them through measured iterations. Use mathematical, statistical, scientific, and algorithmic methods across AI, software, business, knowledge work, organizations, and life. This is an engine for agent work, not a survey to imitate or a claim of autonomous deployment. The central model is: **evidence → bounded judgment → explicit policy → checked action → observed outcome** TypeSafe Jev (Choice, Score, Noul) is this project's default hosted exemplar, a preference rather than a claim of universal superiority or market share. The class also includes trained classifiers, open decision heads, encoders, constrained autoregressive readouts, rankers, and vision scorers. Choose a family by its objective and evidence requirements. This is an independent skill, not a TypeSafe product. ## Working protocol 1. Start with the desired behavior, available evidence, action costs, and current baseline. For an existing workflow, use the [boundary audit](references/boundary-audit.md). Classify each step as …
Read the whole file at its exact version.
How to install
mdr add 24601/augustus/augustus@v0.7.2mdr add 24601/augustus/augustus@sha256:b683e97c582e8bf9Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_izqe7djxxm2f5h7d)
2 badge views in 30 days
Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.7.2 latest | 2026-09-23 | 30b6033 | 10,743 B | A | view · diff |
| v0.7.2-dev | 2026-09-23 | 2a40dd1 | 10,747 B | A | view · diff |
| v0.7.1 | 2026-09-23 | 3c96a61 | 10,743 B | A | view · diff |
| v0.7.1-dev | 2026-09-23 | 92133bf | 10,747 B | A | view · diff |
| v0.7.1-dev | 2026-09-23 | f33ed61 | 10,275 B | A | view · diff |
| v0.5.1 | 2026-09-21 | 3e3fa42 | 186,706 B | A | view · diff |
| v0.5.1 | 2026-09-21 | e178310 | 185,749 B | A | view · diff |
| v0.5.1 | 2026-09-21 | eaba901 | 184,637 B | A | view · diff |
| v0.5.1 | 2026-09-21 | 1442ea6 | 183,667 B | A | view · diff |
| v0.5.1 | 2026-09-21 | bdb0acb | 182,762 B | A | view · diff |
| v0.3.0 | 2026-09-20 | 320aff9 | 174,383 B | A | view · diff |
| v0.3.0 | 2026-09-20 | 7ef9613 | 160,546 B | A | view · diff |
| v0.3.0 | 2026-09-20 | b844cb6 | 150,886 B | A | view · diff |
| v0.3.0 | 2026-09-20 | ccf100b | 143,791 B | A | view · diff |
| v0.3.0 | 2026-09-19 | 51bc85d | 137,161 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (10743 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
24601/augustus · 8 stars · license MIT · pushed 2026-09-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_izqe7djxxm2f5h7d GET https://markdownregistry.com/api/v1/resolve?ref=24601/augustus/augustus GET https://markdownregistry.com/api/v1/blob/b683e97c582e8bf99e83412e4c35e138348fe9cdd05e3cd1c5e3376b04b206dd
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.