Coverage-Creatives/zeus
Schema Trace
> **Skill Purpose:** Database schema alignment and data flow verification patterns
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Performance Monitoring
> **Skill Purpose:** Instrument and monitor application performance with metrics, alerts, and trend analysis.
SKILL.md
Full skill instructions
Performance Monitoring
Skill Purpose: Instrument and monitor application performance with metrics, alerts, and trend analysis.
Core Skill Pattern
Objective: Detect performance regressions early and track user experience over time.
Universal Pattern:
- Define key metrics (latency, error rate, throughput)
- Instrument services and pages
- Collect and store metrics
- Set alert thresholds and dashboards
- Review trends and regressions
Key Decisions (Project-Specific):
- Monitoring tooling and data retention
- Alert thresholds and escalation rules
- Sampling rates for client metrics
Project-Specific Implementation Notes
Customize per project:
- Include Core Web Vitals for web apps
- Distinguish backend vs frontend metrics
Example Metrics
- p50/p95 response time
- error rate by endpoint
- Core Web Vitals
- bundle size trends
Best Practices
- Alert on user-impacting regressions only
- Use percentiles, not averages
- Keep dashboards focused and actionable
- Review performance weekly
- Tie alerts to runbooks
Stop Conditions
STOP and escalate if:
- No metrics are defined
- Alerts are noisy or missing
- Monitoring does not cover critical paths
Skill Version: 1.0.0
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