Description
Use when adding, configuring, or troubleshooting NeMo Agent Toolkit logging, tracing, telemetry exporters, OpenTelemetry, Langfuse, LangSmith, Weave, Phoenix, profiling, or observability provider integrations.
SKILL.md
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.pyand nearby toolkit exporter code.
References
references/telemetry.mdreferences/otel_file_exporter.py
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