nat-optimization

NeMo Agent Toolkit Optimization

Use this skill when improving workflow quality through nat optimize.

Fix workflow correctness issues before optimizing.
Size the run and explain the chosen n_trials, parallelism, and stopping behavior.
Use separate evaluators for separate quality dimensions.
Run nat optimize with a generous timeout.
Inspect output artifacts before writing tuned values back to workflow YAML.

Do not kill nat optimize mid-run unless the user asks. It writes final artifacts when the study finishes cleanly.

Use this skill when improving workflow quality through nat optimize.

Fix workflow correctness issues before optimizing.
Size the run and explain the chosen n_trials, parallelism, and stopping behavior.
Use separate evaluators for separate quality dimensions.
Run nat optimize with a generous timeout.
Inspect output artifacts before writing tuned values back to workflow YAML.

Do not kill nat optimize mid-run unless the user asks. It writes final artifacts when the study finishes cleanly.