CLI Reference

Core Commands

Command	Description
nomad init	Setup wizard
nomad collect	Start data collection
nomad dashboard	Launch web interface
nomad demo	Demo mode with synthetic data
nomad status	System status
nomad syscheck	Verify requirements

Educational Analytics

Command	Description
nomad edu explain <job_id>	Analyze job with recommendations
nomad edu trajectory <user>	User proficiency over time
nomad edu report <group>	Group/course report

Options for all edu commands: - --db PATH — Database path - --json — JSON output - --days N — Lookback period (trajectory/report)

Analysis

Command	Description
nomad disk <path>	Filesystem trends
nomad jobs	Job history
nomad similarity	Network analysis
nomad alerts	View alerts

ML & Prediction

Command	Description
nomad train	Train prediction models
nomad predict	Run predictions
nomad report	Generate ML report

Community Dataset

Command	Description
nomad community export	Export anonymized data
nomad community preview	Preview export
nomad community verify	Verify export integrity

Data Collection

# Continuous collection
nomad collect

# Single cycle
nomad collect --once

# Specific collectors
nomad collect -C disk,slurm,groups

Global Options

Option	Description
--config PATH	Config file path
--db PATH	Database path
--verbose / -v	Verbose output
--quiet / -q	Suppress output
--help	Show help