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---
name: debugging
description: Systematic root-cause analysis and problem resolution.
---
# Debugging
Systematic root-cause analysis and problem resolution.
## Core Guidelines
- **Reproduce First**: Write a failing unit test or isolated script that reproduces the bug before making edits.
- **Isolate**: Test components in isolation to verify if the issue is in a dependency or the core logic.
- **Read Log Carefully**: Do not skim error logs. Find the exact trace, line number, and error type.
