telemetry-validation

name	telemetry-validation
description	Validate logs, metrics, and traces emitted by the deployed application. Use when validating log schema, Prometheus metrics, or OpenTelemetry traces.
license	MIT
compatibility	Claude Code, GitHub Copilot, OpenCode, Cursor, Codex, Gemini CLI
metadata	{"author":"paruff","suite":"uFawkesAI"}

Skill: Telemetry Validation

Load trigger: "load telemetry-validation skill" > DORA: Cap 6 (Operational Visibility) Token cost: Low

Purpose

Validate logs, metrics, and traces emitted by the deployed application.

Responsibilities

• Validate log schema
• Validate Prometheus metrics
• Validate OpenTelemetry traces

Inputs

• Observability stack

Outputs

• telemetry-report.json

Validation Rules

• Logs structured and valid JSON
• Required log fields present
• Prometheus metrics scraped
• Golden signals present
• Traces propagating across services

Output Format

{
  "skill": "telemetry-validation",
  "status": "pass | fail",
  "logs": { "structured": true, "fields_valid": true, "errors": 0 },
  "metrics": { "scraped": true, "golden_signals": "complete" },
  "traces": { "propagating": true, "services": 4 }
}

Success Criteria

• Valid logs, metrics, and traces