systematic-debug
80 / 100 · Low risk
Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.
Systematic debugging techniques for unclear root causes. Use when a bug's origin is unknown, multiple hypotheses need testing, you need to narrow down a failing area, end-to-end tests fail but you can't tell where, or the user says "I don't know why this is broken". Includes test bombs (hypothesis elimination) and layered tests (pipeline stage isolation).
What this skill can do
Runs commands on your computer
Downloads and installs other software
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'systematic-debug' ] || [ -L ~/.agents/skills/'systematic-debug' ]; then echo 'A skill folder named systematic-debug already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/onfire7777/universal-ai-skills-library' "$d" && git -C "$d" checkout --quiet '2a76bf42ce5c860adf8d0f3fcf3f6804109ac65b' -- 'skills/systematic-debug' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/systematic-debug' ~/.agents/skills/'systematic-debug' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'systematic-debug' ~/.claude/skills/'systematic-debug' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
[](https://zalavijaysinh.github.io/skilltrust/repos/onfire7777/universal-ai-skills-library/)
Score history
| Date | Version | Score |
|---|---|---|
| 2026-11-08 | 2a76bf4 | 100 |