nat-evaluation
Use when designing, configuring, running, or troubleshooting NeMo Agent Toolkit evaluations, datasets, evaluator selection, ATIF surfaces, quality gates, custom evaluators, and `nat eval`.
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- Repository
- NVIDIA/NeMo-Agent-Toolkit
- Last source activity
- October 29, 2026 at 14:19
- Detected SKILL.md language
- English
- Stars
- 2,695
- Forks
- 826
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- nat-evaluation
- description
- Use when designing, configuring, running, or troubleshooting NeMo Agent Toolkit evaluations, datasets, evaluator selection, ATIF surfaces, quality gates, custom evaluators, and `nat eval`.
- author
- NVIDIA Corporation and Affiliates
- license
- Apache-2.0
# NeMo Agent Toolkit Evaluation
Use this skill for measuring agent quality and behavior.
## Workflow
1. Decide the evaluation surface and output format.
2. Decompose quality goals into separate evaluators.
3. Choose built-in evaluators before writing custom evaluators.
4. Keep datasets small and explicit for local validation.
5. Run `nat eval` and inspect generated artifacts.
## References
- `references/operating-mode.md`
- `references/methodology.md`
- `references/agent-eval-framework.md`
- `references/evaluation-surfaces.md`
- `references/evaluation-contract.md`
- `references/evaluators/`
- `references/code-patterns.md`
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