observability_review

Audit codebase logging, correlation, and privacy against an observability plan.

Updated Aug 27, 2026
One-click install
npx skills add https://github.com/denish12/codex-ai-agent-and-skills --skill observability-review-denish12
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: observability_review
Source: https://github.com/denish12/codex-ai-agent-and-skills/tree/main/locales/en/.agents/skills/observability_review
Command: npx skills add https://github.com/denish12/codex-ai-agent-and-skills --skill observability-review-denish12

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Auditing and improving logging, correlation IDs, and data privacy to meet an observability plan and reduce risk.

Core Features & Use Cases

  • Validates structured logging (JSON) and ensures requestId propagation.
  • Checks log levels, correlation, and PII redaction across common services.
  • Provides actionable remediation guidance and compliance evidence for audits.

Quick Start

Run the observability_review skill against your codebase to produce an observability compliance report.

Frequently Asked Questions about observability_review

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

FAQPage Schema
How do I audit my codebase for structured logging and correlation ID propagation?▼

To audit structured logging and correlation ID propagation, evaluate your codebase against an observability plan to validate JSON log formats and ensure requestId propagation across common services. This process identifies tracking gaps and provides actionable remediation guidance.

What is PII redaction in observability and how does it work?▼

PII redaction in observability ensures sensitive data is masked in structured logs. It works by evaluating your logging configuration against privacy requirements, verifying that common service scenarios properly redact personal information before logs are written or shipped.

How do I check if my Pino configuration meets compliance and observability requirements?▼

Check your Pino configuration compliance by auditing log levels, correlation ID propagation, and PII redaction against your observability plan. This validates that request tracking, error handling, and business events meet privacy requirements and generates compliance evidence.

What is the best way to ensure proper log levels for error handling and business events?▼

The best way to ensure proper log levels for error handling and business events is to audit your codebase against an observability plan. This evaluates common scenarios to confirm appropriate severity levels are applied and provides actionable remediation guidance.

Do I need an existing observability plan to validate my logging structure?▼

Yes, you need an existing observability plan to validate your logging structure effectively. The audit compares your codebase implementation, including structured logging and PII redaction, against this plan to ensure proper log levels, correlation, and auditability compliance.

Why does my structured logging audit fail to provide compliance evidence for audits?▼

Your structured logging audit fails to provide compliance evidence if log levels, PII redaction, or correlation IDs do not meet the observability plan. Evaluating request tracking and error handling ensures proper redaction and generates the required auditability proof.