parabricks SKILL.md skillA

parabricks from nvidia/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add nvidia/skills/parabricks@v1.4.0

Pins v1.4.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
nvidia/skills
Path
skills/bionemo-parabricks/SKILL.md
Versions recorded
2
Latest version
v1.4.0, committed Oct 27, 2026
First version recorded
Oct 14, 2026
Size
11,331 bytes
Repository stars
3,871
License
Apache-2.0

Plan NVIDIA Parabricks pbrun commands, translate CPU options and check runtime readiness. Use for individual tools, including planning-only questions.

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

# Parabricks

## Purpose

Use this skill to discover the right NVIDIA Parabricks `pbrun` command, assess
runtime readiness, and generate version-aware command guidance for individual
tools.

Do **not** use this skill for whole-workflow inspection, acceleration planning,
or wiring optional GPU branches. For pipeline-level work, use
`genomics-workflow-acceleration`.

## When to Use This Skill

- Which `pbrun` tool fits the user's data and goal
- GPU, driver, Docker, container, storage, or installation readiness
- Command shape, flags, and validation for a specific Parabricks tool
- Reference/index compatibility and CPU-to-Parabricks option translation
- Troubleshooting a single Parabricks command or tool family
- Planning-only or "do not run" questions about a named `pbrun` tool (for
  example reference/index compatibility, output naming, or flag validity). Use
  this skill's references to answer; do not skip it because nothing will be
  executed.

## Prerequisites

- **Command guidance:** No Parabricks/NGC credential or local GPU/container
  runtime is required to read references or generate commands.
- **Readiness helper:** Requires Bash and GNU coreutils `timeout` (or `gtimeout`)
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nvidia/skills/parabricks@sha256:e334834c39374261

The line at the top of this page pins the label v1.4.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_im7oahsuv6fpy5ou.svg)](https://markdownregistry.com/a/art_im7oahsuv6fpy5ou)

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

Versions

The registry has recorded 2 versions of this file, between Oct 14, 2026 and Oct 27, 2026, about one every 13 days.

versioncommittedcommitsizeaudit
v1.4.0 latest2026-10-27 b28d346 11,331 BA view · diff
v1.3.02026-10-14 ab9edfd 11,140 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 (11331 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/skills · 3,871 stars · license Apache-2.0 · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_im7oahsuv6fpy5ou
GET https://markdownregistry.com/api/v1/resolve?ref=nvidia/skills/parabricks
GET https://markdownregistry.com/api/v1/blob/e334834c3937426190333b0564e0215183a8eac47287df4721cfb86e06ca807f

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/skills

Other files named parabricks

parabricks SKILL.md skill
nvidia-bionemo/bionemo-agent-toolkit · library-skills/parabricks/SKILL.md · Plan NVIDIA Parabricks pbrun commands, translate CPU options and check runtime readiness. Use for individual tools…
v1.4.0 · audit A · 503 stars
parabricks SKILL.md skill
nvidia-bionemo/bionemo-agent-toolkit · skills/bionemo-agent-toolkit/skills/parabricks/SKILL.md · Plan NVIDIA Parabricks pbrun commands, translate CPU options and check runtime readiness. Use for individual tools…
v1.4.0 · audit A · 503 stars

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