metrics

metrics is a plugin for Claude Code from openshift-eng/ai-helpers. Its token cost is not measured, scanned A, original, Apache-2.0.

A telemetry pipeline for Claude Code. Telemetry is recorded information about software activity; this add-on maps it to common OpenTelemetry and OpenInference formats and sends it to MLflow or another OTLP-compatible service.

In plain words
What is it for?
Use it to collect Claude Code traces and route them to MLflow or another compatible telemetry backend.
Why use it?
It makes agent activity available for monitoring and analysis in systems that understand these telemetry formats.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest. Also seen: mentions Claude Code.

Good fit Use it to collect Claude Code traces and route them to MLflow or another compatible telemetry backend.

Compare 6 plugins from other repositories ↓
Install in Claude Code
/plugin marketplace add openshift-eng/ai-helpers/plugin install metrics
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/openshift-eng/ai-helpers

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for metrics

README.md
[![agentmods](https://agentmods.dev/badge/plugins/openshift-eng/ai-helpers/metrics.svg)](https://agentmods.dev/plugins/openshift-eng/ai-helpers/metrics)
Your own site
<a href="https://agentmods.dev/plugins/openshift-eng/ai-helpers/metrics"><img src="https://agentmods.dev/badge/plugins/openshift-eng/ai-helpers/metrics.svg" alt="Measured on agentmods" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

metrics scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/metrics/.claude-plugin/plugin.json · 9 lines

What it actually says

{
  "name": "metrics",
  "description": "OpenTelemetry and OpenInference telemetry pipeline for Claude Code: maps native Claude Code spans to OpenInference semantic conventions and routes to MLflow or any OTLP-compatible backend",
  "version": "0.3.0",
  "author": {
    "name": "github.com/openshift-eng"
  }
}
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 9 lines scan A 6dea3ef51c45

Subscribe to this mod's changes

metrics is a plugin published in the GitHub repository openshift-eng/ai-helpers (116 stars, last pushed 2d ago), licensed Apache-2.0. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.