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good-first-issue-sweep

82 / 100 · Low risk

Fine to try. Some of what it can do is expected: a security skill usually runs scanners and checks websites.

By apache/magpie (GitHub) · security · 146 stars · scanned at commit 8d24b52

Sweep the open `<issue-tracker>` backlog for issues that could be labelled as good first issues. Classifies each candidate as READY (propose the GFI label), NEAR-MISS (surface edits to make it GFI-ready), or SKIP using the G1–G7 rubric. Applies labels only after explicit maintainer confirmation.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

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

if [ -e ~/.agents/skills/'good-first-issue-sweep' ] || [ -L ~/.agents/skills/'good-first-issue-sweep' ]; then echo 'A skill folder named good-first-issue-sweep already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/apache/magpie' "$d" && git -C "$d" checkout --quiet '8d24b52457f7a2731d7cc3329af96430a16715fd' -- 'plugins/magpie-mentoring/skills/good-first-issue-sweep' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/magpie-mentoring/skills/good-first-issue-sweep' ~/.agents/skills/'good-first-issue-sweep' && 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/'good-first-issue-sweep' ~/.claude/skills/'good-first-issue-sweep' (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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