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optimize-skill

97 / 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

Make an existing framework skill leaner without changing its behavior. Diagnose context-cost smells, propose the applicable optimization passes, and validate before and after every approved change.

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