nemo-fabric-integrate SKILL.md skillA
nemo-fabric-integrate from nvidia/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nvidia/skills/nemo-fabric-integrate@git:20260902.353cfd9Pins git:20260902.353cfd9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nvidia/skills
- Path
skills/nemo-fabric-integrate/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260902.353cfd9, committed Sep 2, 2026
- First version recorded
- Aug 20, 2026
- Size
- 21,885 bytes
- Repository stars
- 3,871
- License
- Apache-2.0
Use this skill when integrating NVIDIA NeMo Fabric into a consumer application, service, evaluation harness, or platform through the typed Python SDK — translating the consumer's own application, job, or deployment config into an in-memory FabricConfig, choosing the single-invocation convenience API or an explicitly started runtime, validating with plan and doctor, and consuming normalized results, artifacts, and telemetry.
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
# Integrate NVIDIA NeMo Fabric Through The Python SDK Use this skill when a consumer codebase — an application, service, evaluation harness, or platform — needs to run agent harnesses through NeMo Fabric's typed Python SDK. The consumer owns its own configuration object and translates it into an in-memory `FabricConfig`; NeMo Fabric owns adapter selection, the runtime lifecycle, and normalized results. ## Integration Boundary Use the public, in-memory contract. These rules keep a consumer integration supported and upgrade-safe: - Import only from the public `nemo_fabric` package. Never import `_native` or any adapter-internal module. - Build configuration as a typed `FabricConfig` in memory and pass it directly to NeMo Fabric. Create every deployment or evaluation variant with ordinary Python functions and `model_copy(deep=True)`. A platform integration can serialize the typed config inside a private transient run specification when it crosses a process boundary; that transport is not a public authoring format. - Let NeMo Fabric own harness control. Do not reimplement start, invoke, or stop logic, and do not manage adapter threads, sessions, or processes directly. …
Read the whole file at its exact version.
How to install
mdr add nvidia/skills/nemo-fabric-integrate@sha256:4200193ecf9bbd9cThe line at the top of this page pins the label git:20260902.353cfd9, 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_wixbzwwbwbjmd2p2)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Aug 20, 2026 and Sep 2, 2026, about one every 13 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260902.353cfd9 latest | 2026-09-02 | 353cfd9 | 21,885 B | A | view · diff |
| git:20260820.c397c30 | 2026-08-20 | c397c30 | 21,792 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 (21885 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/skills · 3,871 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wixbzwwbwbjmd2p2 GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/nemo-fabric-integrate GET https://markdownregistry.com/api/v1/blob/4200193ecf9bbd9c82bf75907ffc0625b3ed071fd23a42cd8f293013a7bb5b0f
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.