add-workbench-tool SKILL.md skillA
add-workbench-tool 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/add-workbench-tool@git:20260906.525ee24Pins git:20260906.525ee24 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/add-workbench-tool/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260906.525ee24, committed Sep 6, 2026
- First version recorded
- Aug 18, 2026
- Size
- 9,894 bytes
- Repository stars
- 106
- License
- Apache-2.0
Use when adding a new workbench tool to npa end to end — implementation, CLI, SDK, toolRef catalog, container, tests, docs, and skill — in the order that keeps every CI gate green.
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
# Add A Workbench Tool Adding a tool is not one edit. A minimal tool touches ~18 files across six phases, and ~12 separate gates fail if you skip one. Work the phases in order: each phase's gate can only pass once the previous phase exists. `CONTRIBUTING.md` is the prose rationale for this layer and `docs/architecture/contributor-context.md` the architecture. This skill is the ordered execution path. ## Decide The Archetype First The archetype decides which phases apply. Getting this wrong means building a container nothing routes to, or a GPU stage that lands on the default pod. | Archetype | Runs in | Phases | Examples | |---|---|---|---| | In-process / CPU | default npa workflow pod | A, B, D, E | `insights`, `dataset`, `scenario_gen` | | Containerized service | own image, deployed to `workbench` namespace | A–E | `detection_training`, `lancedb` | | Containerized GPU stage | own image, SkyPilot task pod | A–E + image routing | `cosmos3`, `nurec` | In-process tools need no Dockerfile and no image-routing entry. Do not add a container "for symmetry" — a container that no `toolRef` routes to is dead weight the packaging and security gates still police. …
Read the whole file at its exact version.
How to install
mdr add nebius/nebius-physical-ai/add-workbench-tool@sha256:415cd77c3c6f014bThe line at the top of this page pins the label git:20260906.525ee24, 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_ivyzlkhvmlmgmm7p)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 18, 2026 and Sep 6, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260906.525ee24 latest | 2026-09-06 | 525ee24 | 9,894 B | A | view · diff |
| git:20260819.47e5c70 | 2026-08-19 | 47e5c70 | 9,914 B | A | view · diff |
| git:20260818.62f2072 | 2026-08-18 | 62f2072 | 9,519 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 (9894 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_ivyzlkhvmlmgmm7p GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/add-workbench-tool GET https://markdownregistry.com/api/v1/blob/415cd77c3c6f014b05dc17d6d6e006a29c572c89d57e6a10b98354c0ef4716e6
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.