experiment-monitor

Community

Monitor experiments and auto-update status.

AuthorShiien
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill automates monitoring of active experiments by reading logs in logs/experiments/*.yaml, verifying process health, and surfacing up-to-date status to reduce manual chasing of stalled runs.

Core Features & Use Cases

  • Load active experiments from logs/experiments/*.yaml and monitor their status.
  • Check process liveness locally or remotely, tail recent logs, and extract key metrics (loss, accuracy, epoch, step).
  • Detect errors such as OOM, NaN, or tracebacks; update status to running/completed/failed; optionally notify.

Quick Start

Monitor all active experiments and report their latest status in a single glance.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: experiment-monitor
Download link: https://github.com/Shiien/Self-Evolved-Research-Framework/archive/main.zip#experiment-monitor

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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