# Nat Telemetry

> Nat Telemetry is an Agent Skill for devops & security published in the NVIDIA/NeMo-Agent-Toolkit repository on GitHub: a SKILL.md instruction file an AI agent can load to do this task.

Use when adding, configuring, or troubleshooting NeMo Agent Toolkit logging, tracing, telemetry exporters, OpenTelemetry, Langfuse, LangSmith, Weave, Phoenix, profiling, or observability provider integrations.

- Skill name: `nat-telemetry`
- Category: [DevOps & Security](https://www.openparable.com/skill/devops-security/1)
- Source: https://github.com/NVIDIA/NeMo-Agent-Toolkit/blob/HEAD/skills/nat-telemetry/SKILL.md
- Repository: NVIDIA/NeMo-Agent-Toolkit (2,496 GitHub stars when collected)

## SKILL.md

# NeMo Agent Toolkit Telemetry

Use this skill for workflow observability, tracing, logging, and profiling.

## Workflow

1. Discover registered logging and tracing exporters:

```bash
uv run nat info components -t logging
uv run nat info components -t tracing
```

2. Prefer built-in provider integrations when available.
3. Use file or console exporters for deterministic local debugging.
4. For custom exporters, adapt `references/otel_file_exporter.py` and nearby toolkit exporter code.

## References

- `references/telemetry.md`
- `references/otel_file_exporter.py`

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Source: https://www.openparable.com/skill/devops-security/nat-telemetry (OpenParable). Cite the canonical URL above.