Nat Telemetry

DevOps & Security

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.

View on GitHub ↗

QUICK START

How to use this skill

Bring this guide into your coding agent with a prompt tailored to the tool you use.

Open your project in Codex.
Copy and paste the prompt below.
Review files and risks before approving any action.

Prompt to paste

Inspect the Agent Skill at https://github.com/NVIDIA/NeMo-Agent-Toolkit/blob/HEAD/skills/nat-telemetry/SKILL.md and all supporting files. Report provenance, permissions, scripts, dependencies, and security risks. Propose an exact installation into .agents/skills/nat-telemetry, but wait for my approval before writing files or running scripts.

Copying this prompt does not install or run the skill. Review third-party files before use.

NeMo Agent Toolkit Telemetry

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

Workflow

Discover registered logging and tracing exporters:

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

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

References

references/telemetry.md
references/otel_file_exporter.py