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datarobot-external-agent-monitoring

Skill

Instrument any external or existing AI agent with OpenTelemetry to send traces, logs, and metrics to DataRobot for monitoring, observability, and governance. Use when the user says "add tracing/observability/monitoring to my agent", wants to instrument an existing agent project in their IDE, or want

0Monitoring

Install

git clone https://github.com/datarobot-oss/datarobot-agent-skills.git ~/.claude/skills/datarobot-external-agent-monitoring

What is datarobot-external-agent-monitoring?

Instrument any external or existing AI agent with OpenTelemetry to send traces, logs, and metrics to DataRobot for monitoring, observability, and governance. Use when the user says "add tracing/observability/monitoring to my agent", wants to instrument an existing agent project in their IDE, or wants to send agent traces, logs, or metrics to DataRobot.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~89 tokens of context used while enabled, before you invoke anything

Documentation

README · ~10 min read

DataRobot External Agent Monitoring Skill

This skill helps you instrument any AI agent — regardless of framework or deployment environment — to send OpenTelemetry telemetry (traces, logs, metrics) to DataRobot. It also creates a shell deployment in DataRobot as the telemetry routing target.

Quick Start

Most common use case: Instrument an existing agent project, regardless of whether it was built on DataRobot or elsewhere, with DataRobot monitoring

  1. The user invokes the skill from inside their project — typically: "Add tracing to my agent"
  2. The skill resolves the target project (current IDE workspace / working directory if no path is given), then detects the framework and any existing OTel setup
  3. It resolves a Use Case as the telemetry target (asks for the user's Use Case ID, or offers to create one), generates instrumentation code, and wires it in
  4. The agent sends traces, logs, and metrics to DataRobot, where they appear under the Use Case's Tracing tab

Examples:

  • "Add tracing to my agent" (resolves to the current workspace)

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