observability-and-audit

What problem does it solve?

This Skill addresses the critical need for robust observability and auditability in deployed services, agent systems, and automations, ensuring that operations are traceable, debuggable, and compliant.

Core Features & Use Cases

• Structured Logging: Enforces consistent, machine-readable logs for state changes, tool calls, and errors.
• Distributed Tracing: Enables end-to-end tracking of requests and workflows across different components.
• Metrics Collection: Defines essential metrics for performance, errors, and security events with bounded cardinality.
• Immutable Audit Trails: Establishes separate, tamper-evident logs for accountability-relevant actions and decisions.
• Privacy Controls: Mandates redaction of sensitive data and defines clear retention policies.
• Use Case: When deploying a new microservice that handles customer data, use this Skill to ensure all interactions, state changes, and access are logged, traced, and auditable, meeting compliance requirements and facilitating incident response.

Quick Start

Use the observability-and-audit skill to define structured logging, tracing, metrics, and auditability requirements for a new background job.