artifacts

Complete guide to data versioning and model management with W&B Artifacts.

Skills
AI research
0

What it does and how to use it

A skill that teaches Claude Code to do ai research tasks well. It is packaged knowledge the model uses whenever it is relevant.

Install the skill (command above).
In Claude Code, describe what you need - the skill turns on by itself when the context fits.
No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/artifacts && curl -fsSL https://doutorai.pt/data/lib/skills__artifacts.md -o .claude/skills/artifacts/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

# Artifacts & Model Registry Guide

Complete guide to data versioning and model management with W&B Artifacts.

## Table of Contents
- What are Artifacts
- Creating Artifacts
- Using Artifacts
- Model Registry
- Versioning & Lineage
- Best Practices

## What are Artifacts

Artifacts are versioned datasets, models, or files tracked with lineage.

**Key Features:**
- Automatic versioning (v0, v1, v2...)
- Lineage tracking (which runs produced/used artifacts)
- Efficient storage (deduplication)
- Collaboration (team-wide access)
- Aliases (latest, best, production)

**Common Use Cases:**
- Datase

- 🔒 Full content on the Pro plan (€7.99/month) -

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