atai-newton-omega-nvidia-nemotron SKILL.md skillA
atai-newton-omega-nvidia-nemotron from archetypeai/agent-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add archetypeai/agent-skills/atai-newton-omega-nvidia-nemotron@git:20261007.0bba2d3Pins git:20261007.0bba2d3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- archetypeai/agent-skills
- Path
skills/atai-newton-omega-nvidia-nemotron/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261007.0bba2d3, committed Oct 7, 2026
- Size
- 13,795 bytes
- Repository stars
- 7
- License
- Apache-2.0
Pair Archetype AI's Omega encoder (`OmegaEncoder::omega_embeddings_1_4` over `/query`) with NVIDIA Nemotron on NVIDIA's hosted API (`integrate.api.nvidia.com`) — Omega + client-side KNN decide what state a sensor window is in, Nemotron explains it in operator language. Use this skill when the user wants an LLM to turn Omega/KNN verdicts into fault briefs, suggested operator actions, or alert summaries with NVIDIA Nemotron. Covers the "Omega senses, Nemotron explains" split…
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
# Newton Omega × NVIDIA Nemotron — Omega senses, Nemotron explains
Omega turns sensor windows into embeddings; a client-side KNN turns those into a verdict (`healthy` / `fault`, `normal` / `attack`, …). That verdict is accurate but mute. This skill adds **NVIDIA Nemotron** as the explanation layer: when Omega flags something, Nemotron reads the verdict and plain window statistics and writes what an operator needs — what changed, the likely cause, what to check.
```
sensor window ──► scale ──► Omega /query (one per channel) ──► KNN vs n-shot library ──► verdict + votes
│
window stats (+ healthy baseline or peer) ─────────────────────────┤
▼
NVIDIA Nemotron (chat/completions, JSON only)
│
validate ──► cache ──► UI
```
## When to Apply
…Read the whole file at its exact version.
How to install
mdr add archetypeai/agent-skills/atai-newton-omega-nvidia-nemotron@sha256:53aee08a1c80a1b8The line at the top of this page pins the label git:20261007.0bba2d3, 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_4gtajt3lmzisq3j4)
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Versions
The registry has recorded 1 version of this file, committed on Oct 7, 2026.
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 (13795 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
archetypeai/agent-skills · 7 stars · license Apache-2.0 · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4gtajt3lmzisq3j4 GET https://markdownregistry.com/api/v1/resolve?ref=archetypeai/agent-skills/atai-newton-omega-nvidia-nemotron GET https://markdownregistry.com/api/v1/blob/53aee08a1c80a1b855e3ae2c3c913c2cf9661a402806bd283b67691ca2f56469
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.