Overview
Shell integration — Pipes, exit codes, and structured JSON output modes.
This page is part of the Command-line Interface portal. The portal covers full documentation for the ns command-line binary. execute observability sessions, run benchmarks, profile token/gpu usage, and compare production runs directly from shell scripts or ci/cd pipelines.
When to use it
Reach for shell-integration when the problem in front of you matches its scope: pipes, exit codes, and structured json output modes.
- You need a canonical answer that survives environment changes.
- You want the behavior documented under a stability contract.
- You are cross-referencing this material from another portal.
How it fits
Each portal in NeuronScope owns one axis of the library. Command-line Interface owns the ns command — installation, subcommands, and shell integration. Sibling pages in the sidebar cover the adjacent surface area — start there if this page does not answer your question directly.
Next steps
- Return to the Command-line Interface overview for the full page grid.
- Related portal: API Reference
- Related portal: Configuration
- Related portal: Cookbook