monitor-experiment

Monitor remote experiment runs via SSH and summarize JSON results.

1|Updated Mar 25, 2026
One-click install
npx skills add https://github.com/HeXiao-55/Auto-SurveyMind --skill monitor-experiment-hexiao-55
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: monitor-experiment
Source: https://github.com/HeXiao-55/Auto-SurveyMind/tree/main/skills/monitor-experiment
Command: npx skills add https://github.com/HeXiao-55/Auto-SurveyMind --skill monitor-experiment-hexiao-55

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Helps researchers and engineers verify the status of long-running experiments by centralizing progress checks and result collection across multiple SSH sessions.

Core Features & Use Cases

  • Check remote server screen sessions and verify what is currently running.
  • Collect outputs from each session, including last lines of logs or reports.
  • Locate and summarize JSON result files, and optionally pull metrics from external sources when configured.

Quick Start

Start monitoring by invoking the monitor-experiment skill for your server alias and review consolidated results.

Frequently Asked Questions about monitor-experiment

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

FAQPage Schema
How do I monitor long-running experiments across multiple remote servers?

You can monitor long-running experiments by pulling outputs, logs, and JSON results across multiple SSH sessions. This Skill centralizes progress checks and collects data from each session for consolidated review.

Can I check what is currently running in remote screen sessions via SSH?

Yes, you can check remote screen sessions via SSH to verify what is currently running. It implements screen session checks to help you track active processes and collect the last lines of logs.

Does this experiment monitoring approach require parsing JSON result files?

Experiment monitoring involves parsing JSON result files to locate and summarize metrics. It implements JSON parsing with proper error handling and safety checks to ensure reliable operation during result collection.

What is the best way to collect outputs from multiple SSH sessions for central review?

The best way to collect outputs for central review is using automated SSH-based access to pull logs and reports from each session. It centralizes progress checks and result collection across multiple remote servers.

Why does experiment monitoring fail when checking remote server logs?

Experiment monitoring can fail due to network interruptions or malformed JSON files. This Skill implements error handling and safety checks during SSH access and JSON parsing to prevent failures and ensure reliable operation.