nebius/nebius-physical-ai · skills/workflows/neural-reconstruction/SKILL.md

neural-reconstruction skillA

neural-reconstruction is agent-read markdown (skill) from nebius/nebius-physical-ai: Use when reconstructing real sensor captures into renderable 3D scenes with NVIDIA Omniverse NuRec / the Neural Reconstruction Engine (NRE) on Nebius — NCore V4 input, 3DGUT Gaussian training, renderable USDZ, novel-view rendering, and the Rerun recording the NPA agent displays. Also use when an NCore sequence will not load in NRE, when picking the GPU for a reconstruction, or when changing the nurec workbench tool, CLI, or SkyPilot workflow..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add nebius/nebius-physical-ai/neural-reconstruction@git:20260906.525ee24
Exact content
mdr add nebius/nebius-physical-ai/neural-reconstruction@sha256:e554e318c9e505cc

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_7htxvsuaph4yhbr2.svg)](https://markdownregistry.com/a/art_7htxvsuaph4yhbr2)

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Versions

versioncommittedcommitsizeaudit
git:20260906.525ee24 latest2026-09-06 525ee24 23,916 BA view · diff
git:20260816.e559cfe2026-08-16 e559cfe 23,956 BA view · diff
git:20260803.520ada92026-08-03 520ada9 23,782 BA view · diff
git:20260802.94db9d72026-08-02 94db9d7 23,764 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (23916 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 · 27 stars · license Apache-2.0 · pushed 2026-09-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_7htxvsuaph4yhbr2
GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/neural-reconstruction
GET https://markdownregistry.com/api/v1/blob/e554e318c9e505ccb674392ef3e1ccf934b0af12f91c4bc7521ad5fffbc4bdc6