Agent skill · NVIDIA
nemo-relay-plugin-observability
Use this skill when choosing or configuring NeMo Relay 0.6 or 0.7 observability through the built-in plugin, subscribers, or exporters, including raw ATOF events, ATIF trajectories, OpenTelemetry, OpenInference, or custom event handling.
What it needs
About 4k tokens when loaded.
What this skill does
Configure Observability Plugins Start with one exporter managed by the built-in Observability plugin. This is the default for reusable process configuration and the best first plugin for most users because it makes Relay's captured activity visible. Choose one proof output before layering additional telemetry destinations. Use manual subscriber or exporter APIs only when a test, script, or application needs direct control over registration names, collection windows, or flush timing. Both paths consume the same canonical event stream. Select The Relay Version Determine whether the application uses NeMo Relay 0.6 or 0.7 before proposing configuration or binding APIs. Prefer the installed package version, lockfile, or manifest. Ask the user when the version cannot be established; do not mix the two surfaces in one example. 0.6 uses observability configuration version 2. OpenTelemetry and OpenInference are separate exporters with OpenTelemetryConfig / OpenTelemetrySubscriber and OpenInferenceConfig / OpenInferenceSubscriber. 0.7 uses observability configuration version 3. One typed OpenTelemetry exporter provides full, genai, and openinference projections. Choose The Output Select the output that best matches the user's immediate inspection target: Console or custom event handling Use a manual subscriber for short-lived in-process inspection. Raw canonical lifecycle events Use ATOF JSONL; read references/atof.md. Portable execution trajectories Use ATIF; read references/atif.md. OTLP tracing For 0.6, choose the separate OpenTelemetry or OpenInference exporter. For 0.7, choose a typed OpenTelemetry endpoint (full, genai, or openinference). Read references/opentelemetry.md and, for an OpenInference-aware backend, references/openinference.md. Choose one output first and verify it before adding another. ATOF is the default local proof because it preserves the raw event stream with the least translation. Use synthetic, non-sensitive payloads for the first proof. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills NVIDIA/nemo-relay-plugin-observability