# Nat Telemetry

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

- Skill: `nvidia/nat-telemetry` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add nvidia/nat-telemetry`
- Raw SKILL.md: https://api.skillmd.com/api/skills/nvidia/nat-telemetry/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- License: Apache-2.0
- Author: NVIDIA (https://skillmd.com/u/nvidia)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/nvidia/nat-telemetry

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# 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`