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ml-data-leakage-guard

100 / 100 · Low risk

Fine to try.

By foryourhealth111-pixel/Vibe-Skills (GitHub) · coding · 3,816 stars · scanned at commit 8af6e23

Detects and prevents data leakage in machine learning and mathematical modeling. Use after ML tasks involving data cleaning, feature engineering, data augmentation, algorithm development, normalization, missing value imputation, dimensionality reduction, feature selection, or time series modeling. Checks if features/statistics would be available at prediction time.

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/'ml-data-leakage-guard' ] || [ -L ~/.agents/skills/'ml-data-leakage-guard' ]; then echo 'A skill folder named ml-data-leakage-guard already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/foryourhealth111-pixel/Vibe-Skills' "$d" && git -C "$d" checkout --quiet '8af6e230d3db0f3022236e67632be6d8b9323bf0' -- 'bundled/skills/ml-data-leakage-guard' && mkdir -p ~/.agents/skills && cp -R "$d"/'bundled/skills/ml-data-leakage-guard' ~/.agents/skills/'ml-data-leakage-guard' && 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/'ml-data-leakage-guard' ~/.claude/skills/'ml-data-leakage-guard' (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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