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.