nebius/nebius-physical-ai · skills/atomic/agent-development/SKILL.md

agent-development skillA

agent-development is agent-read markdown (skill) from nebius/nebius-physical-ai: Use when building, enhancing, or testing the NPA chat agent backend — grounded-first routing, cost-aware Token Factory model selection, the embedded-backend mechanism, and cheap-token test tiers..

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-development@git:20260906.4539e93
Exact content
mdr add nebius/nebius-physical-ai/agent-development@sha256:2fae976577b882d7

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_uwheqxj3ypz5c4xo.svg)](https://markdownregistry.com/a/art_uwheqxj3ypz5c4xo)

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Versions

versioncommittedcommitsizeaudit
git:20260906.4539e93 latest2026-09-06 4539e93 16,336 BA view · diff
git:20260829.7c551f62026-08-29 7c551f6 15,284 BA view · diff
git:20260812.d36a8f92026-08-12 d36a8f9 12,619 BA view · diff
git:20260724.36ce1832026-07-24 36ce183 12,600 BA view · diff
git:20260723.04969532026-07-23 0496953 10,014 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_uwheqxj3ypz5c4xo
GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/agent-development
GET https://markdownregistry.com/api/v1/blob/2fae976577b882d7a9f1cd3b0ba0db793fadcdf6a2c6567a626913d4121c4e6c