tao-finetune-cosmos-reason SKILL.md skillA
tao-finetune-cosmos-reason from nvidia-tao/tao-skill-bank is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nvidia-tao/tao-skill-bank/tao-finetune-cosmos-reason@v0.3.6Pins v0.3.6 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nvidia-tao/tao-skill-bank
- Path
skills/models/tao-finetune-cosmos-reason/SKILL.md- Versions recorded
- 5
- Latest version
- v0.3.6, committed Sep 3, 2026
- First version recorded
- Aug 11, 2026
- Size
- 19,862 bytes
- Repository stars
- 95
- License
- Apache-2.0
Shared Cosmos3 frontend that explicitly routes Cosmos Framework and Cosmos-RL, validates runtime model/video-dataset/SLURM inputs, consumes an SQSH or packaged backend image, optionally plans explicit clean source builds, prepares checkpoints, validates the first update in-process, and returns token-weighted losses and task-aware accuracy.
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
# Cosmos3 TAO training Keep one shared model-facing frontend. Backend image fields and contract paths live under `backend_contracts` in `references/skill_info.yaml`; image literals are stamped from `versions.yaml`, while referenced backend YAMLs define native runtime schemas. Never translate between them. ## Mandatory runtime intake Before planning training, collect all of the following. Do not infer a path from history, another user, a prior job, an image, or a developer checkout. - `base_model_path_or_uri`. For a Hugging Face model ID or URL, accept an optional friendly `base_model_revision` such as a branch or tag. If omitted, resolve `main`; do not ask the user for a commit SHA. Resolve the selected ref read-only through the Hub API to its immutable commit and seal the model ID, requested ref, and resolved SHA in the plan. A complete local snapshot needs no revision and is sealed by its file fingerprints. - For Cosmos3-Nano, an explicit input-checkpoint `model_type`: `qwen3_vl` or `cosmos3_omni`. If the user did not supply it, ask once before planning; never infer the choice from `config.json`, a model ID, a path name, or a …
Read the whole file at its exact version.
How to install
mdr add nvidia-tao/tao-skill-bank/tao-finetune-cosmos-reason@sha256:eed10c7a33e033c6The line at the top of this page pins the label v0.3.6, 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_7owpib27jbvxctrj)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 11, 2026 and Sep 3, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.3.6 latest | 2026-09-03 | 4c83d2b | 19,862 B | A | view · diff |
| v0.3.6 | 2026-08-21 | 49672c2 | 19,964 B | A | view · diff |
| v0.3.6 | 2026-08-20 | b9578f8 | 19,966 B | A | view · diff |
| v0.3.1 | 2026-08-12 | b4a232e | 15,431 B | A | view · diff |
| v0.1.2 | 2026-08-11 | 5feb0f6 | 19,335 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 (19862 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-tao/tao-skill-bank · 95 stars · license Apache-2.0 · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7owpib27jbvxctrj GET https://markdownregistry.com/api/v1/resolve?ref=nvidia-tao/tao-skill-bank/tao-finetune-cosmos-reason GET https://markdownregistry.com/api/v1/blob/eed10c7a33e033c63b15f2101e9ba299e57abe625c7fb02abdedc4740f7d7d08
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.