monitor-experiment

Monitor remote experiment sessions and summarize JSON result files.

Updated May 22, 2026
One-click install
npx skills add https://github.com/Leo1349/autoresearch --skill monitor-experiment-leo1349
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: monitor-experiment
Source: https://github.com/Leo1349/autoresearch/tree/main/skills/monitor-experiment
Command: npx skills add https://github.com/Leo1349/autoresearch --skill monitor-experiment-leo1349

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill addresses the challenge of keeping track of experiments that are running, allowing users to quickly check progress and collect results without manually reviewing logs or systems.

Core Features & Use Cases

  • Real-time Monitoring: Track the status of experiments as they run.
  • Result Collection: Automatically gather output from experiment sessions.
  • Result Analysis: Summarize and interpret results in a comparison table.
  • Use Case: Ideal for researchers who need to ensure that experiments are proceeding as expected and to identify any issues or unexpected outcomes.

Quick Start

Use the monitor-experiment skill to check the progress of your experiments.

Frequently Asked Questions about monitor-experiment

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

FAQPage Schema
How do I monitor running experiments on a remote server via SSH?

To monitor running experiments via SSH, the Skill checks active screen sessions, collects their output, and summarizes the progress automatically. It requires SSH access to the remote server and assumes experiments are running in screen sessions.

How do I collect and analyze JSON result files from screen sessions?

Collecting and analyzing JSON result files is done by checking each running screen session for outputs and parsing the JSON files. The Skill then summarizes these results into a comparison table for easy analysis.

Can I send experiment progress notifications to Feishu?

You can send experiment progress notifications to Feishu. After checking screen sessions and summarizing JSON result files, the Skill can automatically send these updates directly to your Feishu account.

Do I need screen sessions to track remote experiment progress?

Yes, you need screen sessions to track remote experiment progress with this Skill. The monitoring logic specifically assumes the presence of screen sessions on the remote server to collect output and check for JSON result files.

What is the best way to track experiment results without manually reviewing logs?

The best way to track experiment results without manual log review is using automated progress tracking. This Skill checks screen sessions, gathers output, parses JSON result files, and summarizes them into a comparison table.

Why does experiment monitoring fail when no JSON result files are found?

Experiment monitoring relies on the presence of JSON result files to summarize and interpret results. If no JSON files are found in the screen sessions output, the Skill cannot generate the comparison table or analyze the experiment outcomes.