magnus SKILL.md skillA

magnus from rise-agi/magnus is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add rise-agi/magnus/magnus@git:20261013.6baa667

Pins git:20261013.6baa667 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
rise-agi/magnus
Path
sdks/python/src/magnus/bundled/skills/magnus/SKILL.md
Versions recorded
2
Latest version
git:20261013.6baa667, committed Oct 13, 2026
First version recorded
Mar 15, 2026
Size
5,637 bytes
Repository stars
26
License
AGPL-3.0

Run blueprints on the Magnus cloud platform via the `magnus` CLI. Use this skill when you need to execute remote computations on GPU/CPU clusters.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Magnus CLI

Magnus executes **blueprints** on remote GPU/CPU clusters. The CLI is self-documenting — use `--help` at each level to discover what's available:

```bash
magnus --help                          # top-level commands and shortcuts
magnus run --help                      # CLI options for blueprint execution
magnus job --help                      # job inspection and management
magnus blueprint schema <blueprint-id> # parameter schema for a specific blueprint
```

## Setup

```bash
pip install "magnus-sdk>=0.6.0"
magnus config                  # check current connection — skip setup if already configured
```

If not configured, run `magnus login` (saves to `~/.magnus/config.json`, all shells pick up immediately):

```bash
magnus login                                      # interactive
magnus login <site> -a <address> -t <token>        # non-interactive (for scripts and agents)
```

#### Config resolution order

| Priority | Source | Use case |
|----------|--------|----------|
| 1 (highest) | Environment variables `MAGNUS_ADDRESS`, `MAGNUS_TOKEN` | CI/CD pipelines, automation scripts |
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add rise-agi/magnus/magnus@sha256:8db23179ed321de4

The line at the top of this page pins the label git:20261013.6baa667, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_hjmfpn3kpmpxbwvd.svg)](https://markdownregistry.com/a/art_hjmfpn3kpmpxbwvd)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 2 versions of this file, between Mar 15, 2026 and Oct 13, 2026, about one every 212 days.

versioncommittedcommitsizeaudit
git:20261013.6baa667 latest2026-10-13 6baa667 5,637 BA view · diff
git:20260315.85ba6192026-03-15 85ba619 4,615 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5637 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

GitHub

rise-agi/magnus · 26 stars · license AGPL-3.0 · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hjmfpn3kpmpxbwvd
GET https://markdownregistry.com/api/v1/resolve?ref=rise-agi/magnus/magnus
GET https://markdownregistry.com/api/v1/blob/8db23179ed321de4076dc7d4d60275e5ab3054e9e5049e8e08837a19cb08130f

Your AI assistant 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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in rise-agi/magnus

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