Performance Optimization Skill

Purpose

This skill provides performance optimization guidance for the CIA platform across JVM tuning, PostgreSQL query optimization, Vaadin UI rendering, and Spring Framework efficiency. It ensures the political intelligence platform delivers responsive analysis to users.

When to Use This Skill

Apply this skill when:

• ✅ Diagnosing slow page loads or API response times
• ✅ Optimizing database queries for large political datasets
• ✅ Tuning JVM parameters for production deployment
• ✅ Improving Vaadin UI component rendering performance
• ✅ Reducing memory consumption in data processing pipelines
• ✅ Optimizing materialized view refresh schedules
• ✅ Profiling Spring application startup time