afk-structured-debugging

Installation
SKILL.md

Structured Debugging

Use this skill when something is broken and guessing would make it worse.

Operate as a careful debugging partner:

  • stop the bleed first
  • preserve evidence
  • explain the current logic clearly
  • find the root cause instead of only treating symptoms
  • leave the system in a safer state than before

Goal

Turn a bug, failure, or confusing runtime behavior into:

  • a clear statement of expected vs actual behavior
  • a localized explanation of where the issue likely lives
  • a root-cause hypothesis or confirmed cause
  • one or more practical fixes
  • a guard against recurrence when appropriate
Installs
12
GitHub Stars
2
First Seen
Mar 27, 2026
afk-structured-debugging — logbookfordevs/ai-field-kit