agent-workflow-operate SKILL.md skillA

agent-workflow-operate from nebius/nebius-physical-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add nebius/nebius-physical-ai/agent-workflow-operate@git:20260825.4e6ec9f

Pins git:20260825.4e6ec9f in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
nebius/nebius-physical-ai
Path
skills/workflows/agent-workflow-operate/SKILL.md
Versions recorded
2
Latest version
git:20260825.4e6ec9f, committed Aug 25, 2026
First version recorded
Jul 5, 2026
Size
4,118 bytes
Repository stars
106
License
Apache-2.0

Use when verifying that a bootstrapped NPA agent VM can create, validate, plan, provision for, or run npa.workflow YAMLs.

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

# Agent Workflow Operation

## Operating Model

- The workflow operation contract is provider-neutral. The caller owns any
  reasoning system it uses; NPA does not select or require a model for draft,
  validation, planning, provisioning, submission, or observation. See
  `docs/workbench/agent-workflow-operations.md` for the bounded command journey.
- **Dev/operator VM** is the source of truth for NPA lifecycle, auth, SSH keys,
  and agent records. Run `npa agent fresh-setup`, `bootstrap`, `status`, and
  `verify-live` there.
- **NPA agent VM** is the autonomous workbench execution surface. After
  bootstrap, it must have staged `~/.npa/config.yaml`, `~/.npa/credentials.yaml`,
  Nebius CLI/profile or token material, and the NPA checkout needed to validate,
  plan, provision, and run workflow YAMLs.
- Do not use the dev VM full pytest suite as the acceptance test for agent
  autonomy. The relevant check is whether the agent VM can operate workflows
  with its bootstrapped config.

## Test Framework

Run the framework by SSHing from the dev VM into the active agent VM using the
agent record SSH key. Do not print credential files or secret values.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nebius/nebius-physical-ai/agent-workflow-operate@sha256:5c1921535b5989cc

The line at the top of this page pins the label git:20260825.4e6ec9f, 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_x5b3bpat55xl5qsa.svg)](https://markdownregistry.com/a/art_x5b3bpat55xl5qsa)

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

Versions

The registry has recorded 2 versions of this file, between Jul 5, 2026 and Aug 25, 2026, about one every 51 days.

versioncommittedcommitsizeaudit
git:20260825.4e6ec9f latest2026-08-25 4e6ec9f 4,118 BA view · diff
git:20260705.dbdb7162026-07-05 dbdb716 3,510 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 (4118 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

nebius/nebius-physical-ai · 106 stars · license Apache-2.0 · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_x5b3bpat55xl5qsa
GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/agent-workflow-operate
GET https://markdownregistry.com/api/v1/blob/5c1921535b5989cc80a3694c510159bbdb076c0ee696ecc93259b237df9573cc

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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