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engineering-features-for-machine-learning

100 / 100 · Low risk

Fine to try.

By Dicklesworthstone/pi_agent_rust (GitHub) · coding · 1,992 stars · scanned at commit 07fc1e0

Execute create, select, and transform features to improve machine learning model performance. Handles feature scaling, encoding, and importance analysis. Use when asked to "engineer features" or "select features". Trigger with relevant phrases based on skill purpose.

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/'engineering-features-for-machine-learning' ] || [ -L ~/.agents/skills/'engineering-features-for-machine-learning' ]; then echo 'A skill folder named engineering-features-for-machine-learning already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Dicklesworthstone/pi_agent_rust' "$d" && git -C "$d" checkout --quiet '07fc1e0b82ab6a16e694a0e00a36767e9f23cf1b' -- 'tests/ext_conformance/artifacts/plugins-community/plugins/ai-ml/feature-engineering-toolkit/skills/engineering-features-for-machine-learning' && mkdir -p ~/.agents/skills && cp -R "$d"/'tests/ext_conformance/artifacts/plugins-community/plugins/ai-ml/feature-engineering-toolkit/skills/engineering-features-for-machine-learning' ~/.agents/skills/'engineering-features-for-machine-learning' && 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/'engineering-features-for-machine-learning' ~/.claude/skills/'engineering-features-for-machine-learning' (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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