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Tracking ML training: metrics, alerts, CLI v1.0.0

Use this resource to log, monitor and analyze ML training experiments with Trackio

New

  • 420 downloads
  • 248 likes
  • 108 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ml-experiment-tracking

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent adds Trackio logging to your training script, sets up diagnostic alerts, then retrieves metrics through the CLI for analysis. Data can sync to a Hugging Face Space: check sharing first. You get an experiment dashboard you can follow live.

Mostly picked by

Updated November 2, 2026

Card for the “Tracking ML training: metrics, alerts, CLI” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: three interfaces, minimal setup and autonomous workflow
  • references/logging_metrics.md: logging metrics in Python
  • references/alerts.md: diagnostic alerts; references/retrieving_metrics.md: CLI retrieval

Good fit for

  • Your training curves are not tracked anywhere
  • You want an alert when a loss diverges

Not for

    Tags

    • ml
    • experiment tracking
    • trackio
    • training

    About

    You say

    “Add Trackio logging to my training script and alert me if the loss diverges.”

    Card for the “Tracking ML training: metrics, alerts, CLI” skill

    Skill published by sickn33 under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to log, monitor and analyze ML training experiments with Trackio
    3. Review and adjust the result

    Content preview

    Files

    • .claude-plugin/plugin.json0.7 KB
    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • references/alerts.md6.9 KB
    • references/logging_metrics.md5.5 KB
    • references/retrieving_metrics.md9.3 KB
    • SKILL.md6.3 KB

    Origin and licence

    Listed unmodified

    Author
    sickn33
    Source
    github.com/sickn33/agentic-awesome-skills/tree/e9809578fd426a284af017c5db99f8eb6628e6ca/skills/hugging-face-trackio
    Licence
    Apache-2.0

    Notice

    « hugging-face-trackio » (sickn33, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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