Individual skill
systematic-debugging
Structured debugging methodology — use before proposing fixes for any error or failure. Covers: code bugs, build errors, deploy failures, config conflicts, dependency issues, infra problems. Also use when previous fix attempts failed or root cause is unclear.
skills/systematic-debugging/SKILL.md
Source commit 34d881dc9bdc669aadc3a1e8147a4bd5467ecbe3
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Not checked yet
- Last checked
- Nov 4, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
Install this skill
Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.
An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.
Repository context
- Repository stars (not skill ratings)
- 875
- Repository last updated
- Sep 3, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agents Repository topic
- ai-assistant Repository topic
- anthropic Repository topic
- automation Repository topic
- claude-code Repository topic
- developer-tools Repository topic
- dotfiles Repository topic
- llm Repository topic
- macos Repository topic
- productivity Repository topic
- testing Derived category
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
SKILL.mdcore · 7,521 bytesreferences/external-research-guide.mddoc · 2,631 bytesreferences/root-cause-tracing.mddoc · 2,296 bytes
Read excerpt
# Systematic Debugging
## Overview
Guessing fixes wastes time and creates new bugs. Quick patches hide root problems.
**Core principle: Never fix before finding the root cause. Symptom fixing is failure.**
## Iron Law
```
Never propose a fix without root cause investigation.
```