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debug-like-expert

100 / 100 · Low risk

Fine to try.

By open-gsd/gsd-pi (GitHub) · coding · 1,366 stars · scanned at commit c0bc9c4

Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification. Use when standard troubleshooting fails or when issues require systematic root cause analysis.

Works with any agent that supports SKILL.md skills.

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'debug-like-expert' ] || [ -L ~/.agents/skills/'debug-like-expert' ]; then echo 'A skill folder named debug-like-expert already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/open-gsd/gsd-pi' "$d" && git -C "$d" checkout --quiet 'c0bc9c4e7e0a8581aeac3af397031dc3a63d012e' -- 'src/resources/skills/debug-like-expert' && mkdir -p ~/.agents/skills && cp -R "$d"/'src/resources/skills/debug-like-expert' ~/.agents/skills/'debug-like-expert' && 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/'debug-like-expert' ~/.claude/skills/'debug-like-expert' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

DateVersionScore
2026-11-11c0bc9c4100
2026-11-08fd30228100
2026-11-07fd30228100