flex-pi SKILL.md skillA

flex-pi 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/flex-pi@git:20261025.fb45527

Pins git:20261025.fb45527 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/flex-pi/SKILL.md
Versions recorded
2
Latest version
git:20261025.fb45527, committed Oct 25, 2026
First version recorded
Sep 26, 2026
Size
16,484 bytes
Repository stars
106
License
Apache-2.0

Run, package, validate, or troubleshoot flex-pi inference and pinned public YAM training in NPA, including runtime-fetch assets, GPU workflows, and verified artifacts.

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

# flex-pi

Run the genuine upstream 6B world-action checkpoint. Do not replace policy
inference with an import check, random action fixture, or manifest-only smoke.

## Boundaries

- Source: `geyan21/flex-pi@20c1b2b71ea35a415d5d47c39b04443cfadad7a1`,
  MIT, baked without the vendored simulators.
- Checkpoint: `flex-pi/flexpi-robotwin@87d3833ea3bd89c4922945631db81b346e780785`,
  MIT-labelled, runtime fetch.
- Observation: `flex-pi/robotwin_3d@bee164afe94041d8c3d7dd1203725c41163fc3f4`,
  episode 0 frame 0. Its dataset card declares no license. Use only under the
  operator's authorized scope, fetch at runtime, verify each byte hash, and do
  not publish the media.
- DINOv3 uses its separate model license. The pinned converted Wan VAE/T5 and
  tokenizer repositories are Apache-2.0. They are operator runtime fetches;
  immutable revisions and heavyweight-file hashes are enforced before loading.
- Before GPU allocation, run the HF credential preflight and the exact pinned
  DINOv3 weight HEAD probe in `docs/workbench/flex-pi.md#packaging-and-terms`.
  Flex-Pi is not in the generic health access catalog; an identity check or
  repository listing does not prove payload access.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add nebius/nebius-physical-ai/flex-pi@sha256:d5ace98bc1c6af05

The line at the top of this page pins the label git:20261025.fb45527, 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_c54wodwwqkdahlm6.svg)](https://markdownregistry.com/a/art_c54wodwwqkdahlm6)

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

Versions

The registry has recorded 2 versions of this file, between Sep 26, 2026 and Oct 25, 2026, about one every 30 days.

versioncommittedcommitsizeaudit
git:20261025.fb45527 latest2026-10-25 fb45527 16,484 BA view · diff
git:20260926.dc934ad2026-09-26 dc934ad 16,426 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 (16484 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_c54wodwwqkdahlm6
GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/flex-pi
GET https://markdownregistry.com/api/v1/blob/d5ace98bc1c6af05793eb73bb1fa2375c691842a347ccc430c136904e111c9b0

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 nebius/nebius-physical-ai

.cursorrules Cursor rule
nebius/nebius-physical-ai · .cursorrules
git:20260703.ce2e3a8 · audit A · 106 stars
AGENTS.md AGENTS.md file
nebius/nebius-physical-ai · AGENTS.md
git:20261106.20ba2be · audit A · 106 stars
CLAUDE.md CLAUDE.md file
nebius/nebius-physical-ai · CLAUDE.md
git:20261018.f0ea799 · audit A · 106 stars
DESIGN.md DESIGN.md file
nebius/nebius-physical-ai · DESIGN.md
git:20260906.525ee24 · audit A · 106 stars
access-approval SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/access-approval/SKILL.md · Prepare, verify, and resume operator-owned Hugging Face or NVIDIA NGC access for exact NPA dependencies, including…
git:20260912.c87fdb2 · audit A · 106 stars
agent-development SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/agent-development/SKILL.md · Use when building, enhancing, or testing the NPA chat agent backend — grounded-first routing, cost-aware Token Factory…
git:20261003.bd54c8c · audit A · 106 stars
agent-run-data-collection SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/agent-run-data-collection/SKILL.md · Use when collecting NPA agent work for fine-tuning or evaluation so every goal-level episode emits a sanitized…
git:20260906.2f687b4 · audit A · 106 stars
agent-visual-feedback SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/agent-visual-feedback/SKILL.md · Use when the NPA agent should describe or critique the current viewer (Rerun, video, image, or data) via the Describe…
git:20260906.4539e93 · audit A · 106 stars
architecture SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/architecture/SKILL.md · Use for Claude Code architectural review of the Nebius Physical AI platform, workbench layer, orchestrator choices, and…
git:20260906.2f687b4 · audit A · 106 stars
audit-container-docs SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/audit-container-docs/SKILL.md · Reconcile NPA container-image catalogs and related documentation whenever a workbench image or solution is added…
git:20260827.6716731 · audit A · 106 stars
build-and-push-image SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/build-and-push-image/SKILL.md · Use when building, tagging, validating, or publishing NPA workbench container images through immutable full-SHA public…
git:20260906.2f687b4 · audit A · 106 stars
contributions SKILL.md skill
nebius/nebius-physical-ai · skills/atomic/contributions/SKILL.md · Write or review NPA contributions, including workbench agent changes, using the repository's readability…
git:20260907.370e595 · audit A · 106 stars

Every file in nebius/nebius-physical-ai

Browse by kind, by grade A, or by owner.