nextask

Deploy nextask backend services (PostgreSQL, Gitea) on a VPS, local machine, or managed provider. Use when the user wants to set up the database, configure a git remote for snapshots, or deploy nextask services. Also triggers for "set up the task queue", "deploy postgres for nextask", or "I need a git server for snapshots."

Set up a nextask worker to execute tasks. Covers local workers, containerized workers with dependency isolation, remote servers via SSH, and cloud GPU providers (RunPod, Vast.ai). Use when the user wants to add a worker, run tasks on a GPU machine, set up a container with project dependencies, or says "add a worker" or "I want to run jobs on my server."

Enqueue, monitor, and manage distributed tasks using the nextask CLI. Handles enqueueing commands with source snapshots, streaming live output, filtering and tagging tasks, managing workers, running sweeps, and batch processing. Use when the user mentions nextask, wants to run commands on remote workers, check task status, stream logs, manage a task queue, or organize runs with tags. Triggers even for "run this on the server", "check my training jobs", or "sweep over these parameters".