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AI EngineeringRust

NeMo Relay Observability

by NVIDIA

NeMo Relay Observability is an AI Engineering skill for Claude Code, published by NVIDIA in NeMo-Relay.

165 stars67 forkson NVIDIA/NeMo-RelayAdded 2026/09/08+23% in starsRepository updated 2026/09/07
agentsaiatifatofclaude-codecodexdeepagentshermes-agentlangchainlanggraphmiddlewarenvidiaobservabilityopenclawopeninferenceoptimizationotelruntimesecurity
Install in seconds
Install NeMo Relay Observability
Copy NeMo Relay Observability into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.
terminal
npx degit https://github.com/NVIDIA/NeMo-Relay/tree/main/skills/nemo-relay-plugin-observability ~/.claude/skills/nemo-relay-plugin-observability

Requires Node.js. Downloads this skill only β€” not the rest of the repository β€” into your Claude Code skills folder.

Without Node.js

git clone https://github.com/NVIDIA/NeMo-Relay.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file
skills/nemo-relay-plugin-observability/SKILL.md in NVIDIA/NeMo-Relay
Installs to
~/.claude/skills/nemo-relay-plugin-observability
Collection
One of 25 skills cataloged from this repository
Category
AI Engineering β€” 3670 skills

What NeMo Relay Observability does

NeMo Relay Observability configures Relay 0.6 or 0.7 observability with the built-in plugin, subscribers, and exporters. Use it to capture ATOF, ATIF, OpenTelemetry, OpenInference, or custom event streams.

NeMo Relay Observability is cataloged under AI Engineering on DirSkills. NeMo Relay Observability comes from a repository tagged agents, ai, atif, atof and claude-code.

Documentation

README

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

This is the opening of the README. Read the full README on GitHub.

Frequently asked about NeMo Relay Observability

  • What else does NVIDIA publish alongside NeMo Relay Observability?

    NeMo Relay Observability is one of 25 skills that DirSkills catalogs from NVIDIA/NeMo-Relay, the repository it ships in. Its siblings there include Adaptive Tuning, Add Binding Feature and Add Middleware. Each one is a separate skill with its own page in this directory, installs the same way NeMo Relay Observability does, and is maintained by NVIDIA in that same repository. The rest of the collection is listed on the NVIDIA/NeMo-Relay page.

  • How does NeMo Relay Observability compare to other AI Engineering skills?

    NeMo Relay Observability ranks #3369 by stars among the 3670 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of NeMo Relay Observability against them. Open each page to compare what they document and how they install.

More from NVIDIA/NeMo-Relay

NeMo Relay Observability is one of 25 skills cataloged on DirSkills from NVIDIA/NeMo-Relay.

See all 25 skills β†’
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1h ago

Adaptive Tuning

Adaptive Tuning configures NeMo Relay’s adaptive plugin to adjust telemetry, state, hints, tool parallelism, and rollout behavior from runtime signals. Use it after baseline instrumentation when you want to evaluate measured changes against known traffic.
AI Engineering
16567
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1h ago

Add Binding Feature

Add Binding Feature adds or changes a public NeMo Relay API across the Rust core, FFI, and language bindings. Use it when a change must stay in parity across surfaces and needs coordinated validation.
DevOps
16567
🧩
1h ago

Add Middleware

Add Middleware adds a new guardrail or intercept type to the NeMo Relay middleware pipeline. Use it when introducing a new registration surface or a middleware behavior at a new pipeline stage.
AI Engineering
16567
🧩
1h ago

Context Isolation

Context Isolation helps keep NeMo Relay scope stacks separate across concurrent requests, async tasks, threads, workers, and agents. Use it when you need correct ancestry propagation and request-local middleware boundaries.
AI Engineering
16567
πŸ”Œ
1h ago

Contribute API

Contribute API helps add or change a public NeMo Relay API with binding parity, validation, and docs in mind. Use it when a runtime or binding surface changes and you need to keep affected bindings aligned.
AI Engineering
16567
πŸ“
1h ago

Contribute Docs Or Examples

Contribute Docs Or Examples guides docs-only or example-heavy changes that match NeMo Relay’s public API and docs structure. Use it when updating user-facing docs, examples, or entry-point paths without changing implementation behavior.
Writing
16567