observability-instrumentation
Installation
SKILL.md
Business Metrics with AWS EMF
Instrument API endpoints with business metrics using AWS CloudWatch Embedded Metric Format (EMF). This skill focuses exclusively on domain-specific metrics - AWS AppRunner already provides infrastructure SLO/SLA metrics automatically.
What This Skill Covers
- Business metrics - Domain events (users created, orders placed, payments processed)
- AWS EMF format - Logs that automatically become CloudWatch metrics
- Event subscribers - Metrics emitted via domain event subscribers (not in handlers)
- Type-safe metrics - Concrete metric classes instead of arrays
- SOLID principles - Single Responsibility (subscribers) + Open/Closed (new metric classes)
What This Skill Does NOT Cover
- Infrastructure metrics - Latency, error rates, RPS (AWS AppRunner provides these)
- SLO/SLA metrics - Availability, response times (AWS AppRunner provides these)
- Distributed tracing - Use AWS X-Ray integration instead