agent-fresh-operate SKILL.md skillA
agent-fresh-operate from nebius/nebius-physical-ai is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nebius/nebius-physical-ai/agent-fresh-operate@git:20260909.aa8f31bPins git:20260909.aa8f31b 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-fresh-operate/SKILL.md- Versions recorded
- 6
- Latest version
- git:20260909.aa8f31b, committed Sep 9, 2026
- First version recorded
- Aug 18, 2026
- Size
- 19,286 bytes
- Repository stars
- 106
- License
- Apache-2.0
Use when deploying, tearing down, or reproducing a fresh NPA agent VM from scratch — npa-driven destroy/fresh-setup, profile selection, tiered verify gates, and teardown failure recovery.
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 Fresh Operate ## When To Use Use this skill to **operate** a clean agent VM lifecycle on the **operator/dev VM**: - First-time `fresh-setup` on a project alias - Teardown → redeploy loops (“reproduce from scratch”) - Validate `/api/models` and `/api/chat` after deploy - Debug destroy/fresh-setup failures (IAM, orphan VMs, ingress rules) For chat UX, API shapes, and Rerun iframe behavior, use `npa-agent`. For `npa configure` / object-storage provisioning, use `nebius-infra`. ## Entry Points - `npa/.venv/bin/npa agent fresh-setup` — initialize project env + deploy + bootstrap - `npa/.venv/bin/npa agent destroy` — npa-driven teardown (ingress cleanup, TF destroy, orphan VM delete) - If the project stanza is already gone, resume only from the opaque receipt ID printed before removal (`agent destroy --receipt <id> --name <name> --yes`) or from exact `--project-id/--instance-id` provider identity. Conflicting receipt, operation-journal, record, or exact identities stop before deletion; NPA never performs a display-name/prefix VM sweep. - `npa/scripts/agent_fresh_setup_loop.sh` — destroy → fresh-setup → smoke chat (loop until success) …
Read the whole file at its exact version.
How to install
mdr add nebius/nebius-physical-ai/agent-fresh-operate@sha256:382cd206468f265cThe line at the top of this page pins the label git:20260909.aa8f31b, 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_noifxeovulvoh5aq)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 18, 2026 and Sep 9, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260909.aa8f31b latest | 2026-09-09 | aa8f31b | 19,286 B | A | view · diff |
| git:20260906.2f687b4 | 2026-09-06 | 2f687b4 | 17,820 B | A | view · diff |
| git:20260903.766fae2 | 2026-09-03 | 766fae2 | 15,783 B | A | view · diff |
| git:20260829.7c551f6 | 2026-08-29 | 7c551f6 | 15,369 B | A | view · diff |
| git:20260827.171a7cd | 2026-08-27 | 171a7cd | 9,424 B | A | view · diff |
| git:20260818.c836fa3 | 2026-08-18 | c836fa3 | 9,105 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 (19286 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
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_noifxeovulvoh5aq GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/agent-fresh-operate GET https://markdownregistry.com/api/v1/blob/382cd206468f265ce4ea632a712cbf954dd5dede7eeafc4ad519a4771cad2fdb
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.