lerobot SKILL.md skillA

lerobot 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/lerobot@git:20261010.7768819

Pins git:20261010.7768819 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/tools/lerobot/SKILL.md
Versions recorded
10
Latest version
git:20261010.7768819, committed Oct 10, 2026
First version recorded
Jul 3, 2026
Size
6,580 bytes
Repository stars
106
License
Apache-2.0

Use when working on LeRobot workbench training, evaluation, serving, inference, dataset conversion, or robot policy 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

# LeRobot

LeRobot is the default robot policy training framework. It supports ACT, Diffusion Policy, and SmolVLA (and additional VLAs / world models in 0.6.0).

Use it as the data standard and policy interface layer, not as a managed-service competitor to Hugging Face.

## Supported versions

| Version | Role | Image tag | Notes |
| --- | --- | --- | --- |
| **0.5.1** | **Default package compatibility** | `npa-lerobot:cuda13-b300-0.5.1-sm80-sm90-sm100-sm103-sm120-20260803T034152Z` | Historical public image is publication-quarantined; use only a separately validated immutable replacement |
| **0.6.0** | Selectable alternative | `npa-lerobot:0.6.0-d6-extras-20260912` | Published immutable pin/digest; lean extras (`training,evaluation,pusht,libero,diffusion,smolvla`); `--eval_freq` → `--env_eval_freq` |

Select the package with `--lerobot-version`. `train --image` and container/BYOVM
`deploy --image` accept a validated immutable operator override. The default
0.5.1 public image is publication-quarantined because its OCI metadata exposes
operator-specific build provenance; naming the historical tag does not bypass
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nebius/nebius-physical-ai/lerobot@sha256:89480c6770dccde3

The line at the top of this page pins the label git:20261010.7768819, 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_tyukwo27vczpkuph.svg)](https://markdownregistry.com/a/art_tyukwo27vczpkuph)

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

Versions

The registry has recorded 10 versions of this file, between Jul 3, 2026 and Oct 10, 2026, about one every 11 days.

versioncommittedcommitsizeaudit
git:20261010.7768819 latest2026-10-10 7768819 6,580 BA view · diff
git:20261001.05555842026-10-01 0555584 5,968 BA view · diff
git:20260921.77d7c1a2026-09-21 77d7c1a 5,673 BA view · diff
git:20260918.a74609c2026-09-18 a74609c 5,123 BA view · diff
git:20260917.6394d832026-09-17 6394d83 4,523 BA view · diff
git:20260914.8af94f42026-09-14 8af94f4 3,638 BA view · diff
git:20260906.9a78a752026-09-06 9a78a75 3,249 BA view · diff
git:20260803.38398ce2026-08-03 38398ce 2,598 BA view · diff
git:20260717.52ffd382026-07-17 52ffd38 2,061 BA view · diff
git:20260703.774344b2026-07-03 774344b 975 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 (6580 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_tyukwo27vczpkuph
GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/lerobot
GET https://markdownregistry.com/api/v1/blob/89480c6770dccde30200c9cc041dfe45dff77d8936b2dd3ccedc551c5567b99d

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 nebius/nebius-physical-ai

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