data SKILL.md skillA

data from robium-ai/robium is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add robium-ai/robium/data@git:20260918.06c6019

Pins git:20260918.06c6019 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
robium-ai/robium
Path
skills/data/SKILL.md
Versions recorded
4
Latest version
git:20260918.06c6019, committed Sep 18, 2026
First version recorded
Aug 3, 2026
Size
2,933 bytes
Repository stars
107
License
MIT

Choose and structure training data for robot-learning projects.

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

# Data

Begin with coverage: decide what behavior, embodiment, and conditions the
policy must see before deciding how to collect them.

## Choose the source

- Search existing datasets first. Confirm task, action space, degrees of
  freedom, gripper, cameras, state features, timing, license, and provenance.
- Use an exact embodiment match directly. Treat a near match as pretraining or
  co-training material, not a drop-in dataset.
- When schemas and task labels cannot distinguish two environments, compare a
  deterministic scene observation from the dataset with the pinned target
  environment. Prefer a stable reference camera over a randomized wrist view.
- Generate in simulation when scale, controlled variation, or labels matter
  more than perfect realism.
- If a documented search finds no dataset for the exact scene and control
  contract, generate demonstrations in the pinned application environment and
  retain only episodes that satisfy its success condition.
- Collect on the real robot when contact, appearance, or hardware behavior is
  difficult to reproduce faithfully.
- Mix sources deliberately: simulation can provide coverage; a smaller real
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add robium-ai/robium/data@sha256:a4299c6ccf2c9011

The line at the top of this page pins the label git:20260918.06c6019, 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_6n4eqlavbgmgg3xs.svg)](https://markdownregistry.com/a/art_6n4eqlavbgmgg3xs)

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

Versions

The registry has recorded 4 versions of this file, between Aug 3, 2026 and Sep 18, 2026, about one every 15 days.

versioncommittedcommitsizeaudit
git:20260918.06c6019 latest2026-09-18 06c6019 2,933 BA view · diff
git:20260907.863840e2026-09-07 863840e 2,492 BA view · diff
v1.2.32026-08-03 dbc1928 12,294 BA view · diff
v1.2.22026-08-03 d53502d 12,277 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 (2933 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

robium-ai/robium · 107 stars · license MIT · pushed 2026-10-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_6n4eqlavbgmgg3xs
GET https://markdownregistry.com/api/v1/resolve?ref=robium-ai/robium/data
GET https://markdownregistry.com/api/v1/blob/a4299c6ccf2c9011fd341193d5416fc9799ad9022fe7901d23829c1757700c93

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.

More from robium-ai/robium

AGENTS.md AGENTS.md file
robium-ai/robium · AGENTS.md
git:20260923.09dad37 · audit A · 107 stars
CLAUDE.md CLAUDE.md file
robium-ai/robium · CLAUDE.md
git:20260922.9c918e1 · audit B · 107 stars
alpha SKILL.md skill
robium-ai/robium · cli/test/fixtures/skills/alpha/SKILL.md · A folded-scalar description that spans multiple indented lines and should be joined with single spaces. Second sentence…
git:20260907.863840e · audit A · 107 stars
beta SKILL.md skill
robium-ai/robium · cli/test/fixtures/skills/beta/SKILL.md · Plain single-line description.
git:20260907.863840e · audit B · 107 stars
AGENTS.md@learnings AGENTS.md file
robium-ai/robium · learnings/AGENTS.md
git:20260923.fae51c1 · audit A · 107 stars
CLAUDE.md@learnings CLAUDE.md file
robium-ai/robium · learnings/CLAUDE.md
git:20260922.9c918e1 · audit B · 107 stars
AGENTS.md@skills AGENTS.md file
robium-ai/robium · skills/AGENTS.md
git:20260922.c5a4f3f · audit A · 107 stars
CLAUDE.md@skills CLAUDE.md file
robium-ai/robium · skills/CLAUDE.md
git:20260922.9c918e1 · audit B · 107 stars
app-publishing SKILL.md skill
robium-ai/robium · skills/app-publishing/SKILL.md · Publish a tested Robium application as a coherent project page, article, and media set.
git:20260907.863840e · audit A · 107 stars
architect SKILL.md skill
robium-ai/robium · skills/architect/SKILL.md · Start robotics apps or demos from compatible examples for interactive simulation, pretrained visual control…
git:20260925.a82e512 · audit A · 107 stars
cloud-run SKILL.md skill
robium-ai/robium · skills/cloud-run/SKILL.md · Deploy and debug headless robotics containers on Google Cloud Run.
git:20260907.863840e · audit A · 107 stars
environments SKILL.md skill
robium-ai/robium · skills/environments/SKILL.md · Set up reproducible robotics environments with uv, Docker, or GPU hosts.
git:20260918.06c6019 · audit A · 107 stars

Every file in robium-ai/robium

Other files named data

data SKILL.md skill
notque/vexjoy-agent · skills/analysis/data/SKILL.md · Data analysis and reference enrichment.
git:20260919.28d30f9 · audit A · 446 stars

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