overnight-eval

Orchestrate long-running evaluation campaigns with tmux isolation and pre-flight checks.

Updated Jul 2, 2026
One-click install
npx skills add https://github.com/SamyakJhaveri/loam --skill overnight-eval
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: overnight-eval
Source: https://github.com/SamyakJhaveri/loam/tree/main/seed/_research/skills/overnight-eval
Command: npx skills add https://github.com/SamyakJhaveri/loam --skill overnight-eval

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Long-running evaluation campaigns require isolated, resilient execution environments with pre-flight verification to prevent wasted runs and unattended operation, especially when users are away.

Core Features & Use Cases

  • Pre-flight verification to ensure all dependencies and environment are ready.
  • tmux-based session isolation for unattended, long-running campaigns.
  • Launch, monitor, and post-flight analysis with structured handoff of results.

Quick Start

Initiate an overnight evaluation campaign using tmux isolation and monitor it until completion.

Frequently Asked Questions about overnight-eval

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

FAQPage Schema
How do I run long evaluation campaigns safely in tmux?

Run long evaluation campaigns in tmux by using pre-flight checks for dependencies, launching isolated sessions for unattended execution, and completing post-flight analysis to hand off results safely.

What is the best way to monitor unattended benchmark experiments?

Monitoring unattended benchmark experiments requires a defined workflow with pre-flight verification, tmux session isolation for resilient execution, and structured post-flight analysis to ensure auditable results.

When do I need tmux isolation for running experiments?

Tmux isolation is needed for experiments when campaigns exceed thirty minutes, require unattended execution, or when you will be away and need resilient background processing with safety gates.

How do I prevent wasted runs during overnight automation workflows?

Prevent wasted runs in overnight automation workflows by executing pre-flight verification checks to ensure all environment dependencies are fully ready before launching the tmux session.

Does this evaluation workflow include post-flight analysis?

The evaluation workflow includes post-flight analysis, providing a defined and auditable process that structures the handoff of experiment results after the unattended tmux session completes.

Can I launch evaluation campaigns without pre-flight verification?

You should not launch evaluation campaigns without pre-flight verification, as skipping this safety gate risks wasted runs and failed unattended execution due to missing dependencies or environment issues.