Systematic Debugging

A four-phase framework that stops you from guessing randomly when debugging. It walks through reproduce, isolate, understand, and fix with actual checklists for each step. The "5 Whys" root cause analysis is straight out of Toyota's playbook, which feels almost comically systematic for code but honestly works better than poking around. Uses read, glob, and grep tools only, so it's purely investigative. The anti-patterns list nails the common mistakes: random changes, not reproducing first, stopping at symptoms. Best when you're staring at a complex bug and your instinct is to just start changing things hoping something sticks.

Install to Claude Code

npx -y skills add vudovn/antigravity-kit --skill systematic-debugging --agent claude-code