find-artifacts

Discover and load simulation artifacts from S3 storage by run prefix.

17|8|Updated Apr 7, 2026
One-click install
npx skills add https://github.com/nebius/nebius-physical-ai --skill find-artifacts
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: find-artifacts
Source: https://github.com/nebius/nebius-physical-ai/tree/main/skills/atomic/find-artifacts
Command: npx skills add https://github.com/nebius/nebius-physical-ai --skill find-artifacts

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the challenge of manually searching through complex S3 storage structures to locate, identify, and load specific simulation or training run outputs.

Core Features & Use Cases

  • Artifact Discovery: Automatically enumerates and groups run artifacts by prefix from S3 storage.
  • Universal Loading: Provides a unified interface to load various formats including RRD, video, images, and JSON.
  • Use Case: A researcher needs to quickly inspect the video output and report logs for a specific training run without navigating the raw S3 bucket structure.

Quick Start

Use the find-artifacts skill to list all available runs and load the report for the most recent experiment.

Frequently Asked Questions about find-artifacts

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I discover simulation artifacts stored in S3?

You can discover simulation artifacts in S3 by querying run prefixes to automatically enumerate and group outputs. This locates specific training run files without manually navigating the raw S3 bucket structure.

What is the best way to load RRD and video artifacts for a training run?

The best way to load RRD and video artifacts is using a unified interface that retrieves specific keys from S3 storage. This directly loads various formats into your agent environment for visualization.

Does loading S3 run artifacts require authenticated access?

Yes, loading S3 run artifacts requires authenticated access to S3 artifact buckets. You must also adhere to strict run ID validation protocols to successfully retrieve your simulation and training outputs.

Can I retrieve JSON report logs alongside images from S3 storage?

Yes, you can retrieve JSON report logs alongside images and videos from S3 storage. The artifact discovery process provides a universal loading interface for multiple formats including RRD, video, images, and JSON.

Why does finding run artifacts require strict run ID validation?

Finding run artifacts requires strict run ID validation to ensure accurate querying of S3 prefixes and prevent unauthorized access. This protocol guarantees that only correct and specific artifact keys are loaded into the environment.