async-task-runner

What problem does it solve?

This Skill prevents unreliable background execution of long-running ML and AI workloads by providing a consistent way to launch, track, monitor, and stop processes.

Core Features & Use Cases

• Background Task Management: Launch training, evaluation, and batch jobs with persistent logs and PID tracking.
• Monitoring Helpers: Inspect running processes, follow logs, and check resource usage during long executions.
• Safe Process Control: Stop jobs gracefully before using forceful termination methods, reducing the risk of corrupted states.
• Use Case: Run a machine learning training experiment in the background while keeping logs and process identifiers available for later monitoring.

Quick Start

Use the async-task-runner skill to launch my long-running training job in the background with logging and monitoring support.