Agent Debugger

Overview

Debug AI agent issues systematically using analysis scripts and proven debugging patterns. This skill helps identify root causes of common agent failures: incorrect responses, tool calling errors, conversation loops, performance problems, and more.

When to Use This Skill

Trigger this skill when:

• Agent gives wrong or irrelevant responses
• Tools are not being called or are called incorrectly
• Conversation gets stuck in loops or repeated patterns
• Agent performance is slow or inconsistent
• Tool executions are failing or returning errors
• Need to analyze conversation logs or API traces

Debugging Workflow

Step 1: Gather Diagnostic Data