nat-optimization

par nvidia

Use when configuring or running NeMo Agent Toolkit optimization with `nat optimize`, including Optuna parameter tuning, prompt evolution, optimizer sizing,…

npx skills add https://github.com/nvidia/nemo-agent-toolkit --skill nat-optimization
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NeMo Agent Toolkit Optimization

Use this skill when improving workflow quality through nat optimize.

Workflow

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

Guardrail

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

References

  • references/overview.md
  • references/choosing-parameters.md
  • references/configuration.md
  • references/output-and-cli.md
  • references/complete-config-example.md
  • references/optimizer_example_dataset.json

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