evo2-nim SKILL.md skillA

This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.

evo2-nim from nvidia-bionemo/bionemo-agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add nvidia-bionemo/bionemo-agent-toolkit/evo2-nim@git:20260929.93d4978

Pins git:20260929.93d4978 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
nvidia-bionemo/bionemo-agent-toolkit
Path
nim-skills/evo2-nim/SKILL.md
Versions recorded
5
Latest version
git:20260929.93d4978, committed Sep 29, 2026
First version recorded
Jun 23, 2026
Size
9,695 bytes
Repository stars
503
License
a license file GitHub does not identify

Generate and analyze DNA sequences using NVIDIA's Evo 2 BioNeMo NIM microservice. Use for Evo2/Evo 2, DNA generation, genomic sequence generation, hosted generation, local Docker deployment, local forward passes, layer outputs, logits, sampled probabilities, and BioNeMo NIM workflows.

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

# Evo 2 NIM

Use Evo 2 for DNA generation and, locally, layer-output extraction. Load
supplemental files only when needed:

- `references/api.md`: exact schemas, layer names, Docker flags, hardware notes.
- `references/science.md`: genomic use cases, limits, and interpretation.
- `references/parameters.md`: generation/forward parameter effects.
- `references/validation.md`: DNA, probability, timing, and tensor checks.
- `references/examples.md`: compact hosted/local request patterns.

## Instructions

For generation, use `scripts/generate.py` to execute the request, validate the
response, and save its artifacts. Resolve the script path relative to this
skill's directory and choose an output directory in the user's workspace.
Use the user's sequence and requested parameters; the example below is only
a smoke test.

1. Select the requested mode. For hosted generation, go directly to the
   generation example; Docker setup and local forward passes are separate tasks.
2. When the user asks to run generation, execute the client and inspect its
   exit status and result. Writing a script alone does not complete that request.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nvidia-bionemo/bionemo-agent-toolkit/evo2-nim@sha256:3507e5d711b7639c

The line at the top of this page pins the label git:20260929.93d4978, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_cfspjxhczmxnpwxx.svg)](https://markdownregistry.com/a/art_cfspjxhczmxnpwxx)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Jun 23, 2026 and Sep 29, 2026, about one every 25 days.

versioncommittedcommitsizeaudit
git:20260929.93d4978 latest2026-09-29 93d4978 9,695 BA view · diff
git:20260929.ac632e92026-09-29 ac632e9 9,401 BA view · diff
git:20260819.fc574522026-08-19 fc57452 8,449 BA view · diff
git:20260812.47315cc2026-08-12 47315cc 7,176 BA view · diff
git:20260623.4e8fda72026-06-23 4e8fda7 6,961 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (9695 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

GitHub

nvidia-bionemo/bionemo-agent-toolkit · 503 stars · license a license file GitHub does not identify · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_cfspjxhczmxnpwxx
GET https://markdownregistry.com/api/v1/resolve?ref=nvidia-bionemo/bionemo-agent-toolkit/evo2-nim
GET https://markdownregistry.com/api/v1/blob/3507e5d711b7639c47f1280b4c6c62a4e4793ac3bf92bed8b51f530edaf2b472

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.

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Every file in nvidia-bionemo/bionemo-agent-toolkit

Other files named evo2-nim

evo2-nim SKILL.md skill
nvidia/skills · skills/bionemo-evo2-nim/SKILL.md · Generate and analyze DNA sequences using NVIDIA's Evo 2 BioNeMo NIM microservice. Use for Evo2/Evo 2, DNA generation…
git:20260930.79f1873 · audit A · 3,871 stars
evo2-nim SKILL.md skill
nvidia-bionemo/bionemo-agent-toolkit · skills/bionemo-agent-toolkit/skills/evo2-nim/SKILL.md · Generate and analyze DNA sequences using NVIDIA's Evo 2 BioNeMo NIM microservice. Use for Evo2/Evo 2, DNA generation…
git:20260929.93d4978 · audit A · 503 stars

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