AI-Assisted Enterprise Full Stack Debugging

Purpose

This skill is designed for debugging complex production and full stack issues where:

• Issues are unclear or vaguely reported
• Multiple system layers are involved (UI, API, backend, DB)
• Production incidents or release blockers occur
• Root cause is not immediately obvious

When to Use

Use this skill for:

• Production incidents
• Regression issues
• Cross-service failures
• Performance degradation
• Intermittent or hard-to-reproduce bugs
• Customer-reported unclear issues