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ai-engineering-toolkit

85 / 100 · Low risk

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

By manu14357/zskills (GitHub) · security · 16 stars · scanned at commit d342cd8

6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, and product sense coaching.

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/'ai-engineering-toolkit' ] || [ -L ~/.agents/skills/'ai-engineering-toolkit' ]; then echo 'A skill folder named ai-engineering-toolkit already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/manu14357/zskills' "$d" && git -C "$d" checkout --quiet 'd342cd81bcf923871c7982f49458109b101b1ff9' -- 'skills/ai-engineering-toolkit' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/ai-engineering-toolkit' ~/.agents/skills/'ai-engineering-toolkit' && 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/'ai-engineering-toolkit' ~/.claude/skills/'ai-engineering-toolkit' (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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