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Instrumenting tool and LLM calls v1.0.0

Use this resource to instrument tool and LLM calls with NeMo Relay

New

  • 374 downloads
  • 139 likes
  • 248 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install instrument-tool-llm-calls

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent places scopes around your application's natural boundaries and routes tool and model calls through NeMo Relay's managed execution APIs for lifecycle events, middleware and guardrails. The original callable behavior stays stable. You get instrumented code ready to test.

Mostly picked by

Updated November 2, 2026

Card for the “Instrumenting tool and LLM calls” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: instrumentation method and rules
  • evals/evals.json: evaluation cases
  • BENCHMARK.md: benchmark notes

Good fit for

  • Your app calls tools or models and you want to trace their lifecycle
  • You add guardrails or middleware without changing existing functions

Not for

    Tags

    • nemo relay
    • instrumentation
    • observability
    • tool calls

    About

    You say

    “Instrument my agent's LLM and tool calls with NeMo Relay without changing their signatures.”

    Card for the “Instrumenting tool and LLM calls” skill

    Skill published by nvidia under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to instrument tool and LLM calls with NeMo Relay
    3. Review and adjust the result

    Content preview

    Files

    • BENCHMARK.md3.9 KB
    • evals/evals.json5.1 KB
    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • skill-card.md4 KB
    • SKILL.md4.1 KB
    • skill.oms.sig4.5 KB

    Origin and licence

    Listed unmodified

    Author
    nvidia
    Source
    github.com/nvidia/skills/tree/ca116d60beafe1b4459f0ab790b7b450912c56b0/skills/nemo-relay-instrument-calls
    Licence
    Apache-2.0

    Notice

    « nemo-relay-instrument-calls » (nvidia, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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