# Huggingface Trackio

> Codex curated Hugging Face skill for experiment tracking with Trackio logs, metrics, dashboards, and run comparisons.

- Skill: `rycen7822/huggingface-trackio` (Agent Skill)
- Install (CLI): `npx skillmds@latest add rycen7822/huggingface-trackio`
- Raw SKILL.md: https://api.skillmd.com/api/skills/rycen7822/huggingface-trackio/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: Rycen7822 (https://skillmd.com/u/rycen7822)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/rycen7822/huggingface-trackio

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# huggingface-trackio
## When to Use
Use when adding or debugging Trackio experiment tracking, logging metrics, comparing runs, or publishing lightweight dashboards.
## Do Not Use When
Do not use for static paper writing or plain dataset browsing.
## Required Inputs
Training script or experiment run, metric names, logging destination, and comparison goal.
## Workflow
1. Add or inspect Trackio initialization.
2. Log scalar metrics and artifacts.
3. Run a small smoke experiment.
4. Review dashboard or exported run summary.