telemetry-privacy-review

Audits OTLP metrics and telemetry attributes for privacy risks before changes.

3.1k|376|Updated Feb 11, 2026
One-click install
npx skills add https://github.com/Mesh-LLM/mesh-llm --skill telemetry-privacy-review
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: telemetry-privacy-review
Source: https://github.com/Mesh-LLM/mesh-llm/tree/main/.agents/skills/telemetry-privacy-review
Command: npx skills add https://github.com/Mesh-LLM/mesh-llm --skill telemetry-privacy-review

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps teams review and enforce privacy-conscious telemetry changes for mesh-llm, preventing leakage of sensitive data in OTLP metrics, attributes, and exporter configurations.

Core Features & Use Cases

  • Enforces privacy guidelines when updating telemetry metrics, attributes, and documentation.
  • Provides a contract for what data can be exported, and a checklist for validations.
  • Use case: before deploying a telemetry change, run this skill to audit attributes and redact sensitive values.

Quick Start

Review the current telemetry configuration and recommended privacy updates before applying changes.

Frequently Asked Questions about telemetry-privacy-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I prevent sensitive data leakage in OTLP metrics before deploying telemetry changes?

To prevent sensitive data leakage in OTLP metrics, audit telemetry attributes and exporter configurations against a constrained attribute allowlist prior to deployment. This validates updates against a privacy contract to ensure compliance.

What is telemetry privacy review and when do I need to run it?

Telemetry privacy review is an audit process for OTLP metrics, attributes, and exporters. You need to run it before updates to telemetry definitions, renaming attributes, adding or removing metrics, and updating privacy documentation across deployments.

How do I validate telemetry attributes against a privacy contract?

Validate telemetry attributes by enforcing a constrained attribute allowlist and using a validation checklist provided by the privacy review process. This ensures compliance by redacting sensitive values and documenting changes before deployment.

Does this telemetry audit work with OTLP exporter configurations?

Yes, the telemetry audit explicitly reviews OTLP exporter configurations alongside metrics and attributes. It validates that exporter setups adhere to privacy guidelines and prevents unauthorized export of sensitive data.

What is the best way to redact sensitive values in telemetry data?

The best way to redact sensitive values in telemetry data is to enforce a constrained attribute allowlist during a pre-deployment privacy audit. This approach systematically identifies and prevents sensitive data from being exported.