Interface reference

The reference section records the pipeline's automation surfaces: command-line entry points, YAML schemas, environment variables, generated paths, exit status, and JSON objects written to standard output.

Use it to write drivers and audits. Use the learning path and how-to guides when you need an end-to-end procedure.

• Command-line interface lists project-owned entry points and options.
• Configuration describes the tracked generation, training, cluster, and personal-overlay YAML surfaces.
• Environment variables separates operator input, generated job state, and documentation-only conventions.
• JSON output contracts defines machine-readable result shapes and exit semantics.