nebius/nebius-physical-ai · skills/atomic/agent-run-data-collection/SKILL.md

agent-run-data-collection skillA

agent-run-data-collection is agent-read markdown (skill) from nebius/nebius-physical-ai: Use when collecting NPA agent work for fine-tuning or evaluation so every goal-level episode emits a sanitized, outcome-linked trajectory to an append-only S3 dataset in an operator-specified Nebius tenant and bucket..

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/agent-run-data-collection@git:20260826.6cca767
Exact content
mdr add nebius/nebius-physical-ai/agent-run-data-collection@sha256:6ad31fe7afa9b507

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_36f4jyaubfc7jqwu.svg)](https://markdownregistry.com/a/art_36f4jyaubfc7jqwu)

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Versions

versioncommittedcommitsizeaudit
git:20260826.6cca767 latest2026-08-26 6cca767 5,645 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.

Source

GitHub

nebius/nebius-physical-ai · 27 stars · license Apache-2.0 · pushed 2026-09-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_36f4jyaubfc7jqwu
GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/agent-run-data-collection
GET https://markdownregistry.com/api/v1/blob/6ad31fe7afa9b5078650b5c8e7aee9676277bb4fe2824fd16eb55b77b1c93c0a