cosmos-automl SKILL.md skillA
cosmos-automl from nvidia/cosmos-framework is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nvidia/cosmos-framework/cosmos-automl@git:20261024.bf492fePins git:20261024.bf492fe in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nvidia/cosmos-framework
- Path
.agents/skills/cosmos-automl/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261024.bf492fe, committed Oct 24, 2026
- First version recorded
- Oct 17, 2026
- Size
- 14,060 bytes
- Repository stars
- 589
- License
- a license file GitHub does not identify
Optimize Cosmos Framework reasoner SFT hyperparameters or evaluation prompts with bounded AutoML. Use for numerical, multi-fidelity, population or LLM-guided search, GEPA Auto-Prompter, and monitoring or resuming those experiments.
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
# Cosmos Framework AutoML Read [docs/automl.md](../../../docs/automl.md) before planning a search. It owns the installation prerequisites, manifest contract, result semantics and current limits. Use the native `cosmos-automl` CLI; do not call a TAO runner or introduce model/runtime selection. Install the optional engine from the `packages/automl-core` subdirectory of `NVIDIA-TAO/tao-automl`; no TAO application, SDK, persistent source checkout, or publicly published wheel is required. Before a new installation, ask: **"Use AutoML core from `tao-automl/main`, or do you want a development branch from that repository? If so, which branch?"** Use `main` unless the user selects another branch; if they already supplied a branch, confirm that selection without asking again. Follow the [source-install instructions](../../../docs/automl.md#installation-from-source), including the named-branch override. Do not substitute a development branch when the selected source is unavailable. Record the resolved commit, installed package version and `engine_build`; a branch name alone is not a build identity. For an existing run, inspect and preserve its original environment/build instead …
Read the whole file at its exact version.
How to install
mdr add nvidia/cosmos-framework/cosmos-automl@sha256:ca734fad752fcddbThe line at the top of this page pins the label git:20261024.bf492fe, 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.
[](https://markdownregistry.com/a/art_vbub6ex23r7434cl)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 17, 2026 and Oct 24, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261024.bf492fe latest | 2026-10-24 | bf492fe | 14,060 B | A | view · diff |
| git:20261017.705caf9 | 2026-10-17 | 705caf9 | 11,214 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 (14060 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
nvidia/cosmos-framework · 589 stars · license a license file GitHub does not identify · pushed 2026-10-31 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vbub6ex23r7434cl GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/cosmos-framework/cosmos-automl GET https://markdownregistry.com/api/v1/blob/ca734fad752fcddbd35daaf9565bbd50b341a36ee1f8b9b3af8bbca2c7cec05e
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.