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self-review

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

Run a structured pre-flight self-review on local changes before opening a PR. Reads the diff against a configurable base (default: the merge base of HEAD and origin/<default-branch>), checks correctness, security, and project conventions, and returns a structured report. No state changes, no PR, no external writes — the report is the output.

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/'self-review' ] || [ -L ~/.agents/skills/'self-review' ]; then echo 'A skill folder named self-review 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 "$d" checkout --quiet '8d24b52457f7a2731d7cc3329af96430a16715fd' -- 'plugins/magpie-pairing/skills/self-review' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/magpie-pairing/skills/self-review' ~/.agents/skills/'self-review' && 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/'self-review' ~/.claude/skills/'self-review' (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

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Score history