Pueue

Pueue - Background Task Manager

When to Use

• Non-interactive long-running tasks expected to run for >2 minutes
• Computation intensive tasks with parallel job scheduling (prevent resource exhaustion)
• Tasks that should continue even if you disconnect

When NOT to Use

• Short tasks (<2 minutes): run directly
• Interactive commands: use tmux instead for TUI access

Workflow

Option 1: Add and Follow (Recommended)

Start task and follow its output (blocks until complete):

# Add task and get its ID
pueue add 'PYTHONUNBUFFERED=1 uv run python -u train.py'

# Follow task output (blocks until complete)
pueue follow <task_id>

Option 2: Add and Check Later

Start task without blocking, check status later:

# Add task
pueue add 'PYTHONUNBUFFERED=1 uv run python -u train.py'

# Later, check status
pueue status

# View output when done
pueue log <task_id>

Option 3: Using the Helper Script

scripts/run_in_pueue.sh 'PYTHONUNBUFFERED=1 uv run python -u train.py'

This script:

• Auto-starts daemon if needed
• Creates a project-specific group
• Adds the task and follows output

Conversation Example

User: Start training in the background.

Assistant:

pueue add 'PYTHONUNBUFFERED=1 uv run python -u train.py'

Then I'll follow the output:

pueue follow <task_id>

Training started. I'll monitor progress and report when complete.

Quick Reference

Key Pitfalls

• Always quote the command: pueue add 'cmd --flag' not pueue add -- cmd --flag
• Python needs unbuffered output: Use PYTHONUNBUFFERED=1 or python -u
• Use project groups: pueue add -g myproject 'cmd' to avoid mixing tasks

Skill Files

• scripts/run_in_pueue.sh — wraps pueue add with auto daemon start, per-project grouping, and follow
• references/pueue.md — comprehensive pueue CLI usage documentation