tao-run-deft-aoi-cosmos3 SKILL.md skillA
tao-run-deft-aoi-cosmos3 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-run-deft-aoi-cosmos3@v0.2.0Pins v0.2.0 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/applications/tao-run-deft-aoi-cosmos3/SKILL.md- Versions recorded
- 5
- Latest version
- v0.2.0, committed Sep 3, 2026
- First version recorded
- Aug 25, 2026
- Size
- 19,836 bytes
- Repository stars
- 95
- License
- Apache-2.0
Run the disk-backed DEFT AOI improvement loop for NVIDIA Cosmos Reason 3 / Cosmos3 models, using Nano by default and Edge or Super when explicitly requested: evaluate the base model on Proxy and frozen Benchmark splits, mine real image pairs from Proxy gaps, generate AnomalyGen synthetic NG pairs, assemble a per-iteration Train JSON from both producers, train with Cosmos Framework LoRA SFT, and repeat through the selected platform's submit/status/logs/cancel contract. This migration supports…
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
# tao-run-deft-aoi-cosmos3 ## Installation Install this application as part of the full TAO skill-bank root, not as only the companion skill folders: a usable install places `skills/`, `scripts/`, `templates/`, and `versions.yaml` under the same `TAO_SKILL_BANK_PATH`. Any install that ships only the skill folders, for example an agent plugin or skills-only install, must also provide the bank-level scripts, templates, and `versions.yaml` and point `TAO_SKILL_BANK_PATH` at their common root before running `scripts/resolve_tao_model.py`. Run bundled validation with the skill Python so dependencies match runtime: `PYTHON=$(bash scripts/deft_python.sh); "$PYTHON" -m unittest tests.test_cosmos3_bare`. Resolve network mode first. Missing air-gap imports are a hard stop; network-enabled setup lives only in `references/network-bootstrap.md`. ## Execution Contract Treat a run as a disk-backed state machine. 1. Preserve every explicit user value and show the source of each effective value (`user`, `spec`, or `default`) in the Pre-Flight Summary. 2. Ask which installed platform to use. Do not select Docker, SLURM, Kubernetes, Brev, virtualenv, or an external platform by default. …
Read the whole file at its exact version.
How to install
mdr add nvidia-tao/tao-skill-bank/tao-run-deft-aoi-cosmos3@sha256:faa153ae3e516879The line at the top of this page pins the label v0.2.0, 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_zyf2cupgdjaqt6hs)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 25, 2026 and Sep 3, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.2.0 latest | 2026-09-03 | 025107e | 19,836 B | A | view · diff |
| v0.1.0 | 2026-08-29 | 0d793d9 | 20,096 B | A | view · diff |
| v0.1.0 | 2026-08-25 | f45e0a7 | 19,859 B | A | view · diff |
| v0.1.0 | 2026-08-25 | cca279a | 19,504 B | A | view · diff |
| v0.1.0 | 2026-08-25 | 33c55e5 | 19,280 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 (19836 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_zyf2cupgdjaqt6hs GET https://markdownregistry.com/api/v1/resolve?ref=nvidia-tao/tao-skill-bank/tao-run-deft-aoi-cosmos3 GET https://markdownregistry.com/api/v1/blob/faa153ae3e516879705beeafe0720604c22ebfd7f639091239931e869940846d
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.