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ml-best-practices

95 / 100 · Low risk

Fine to try.

By GoogleCloudPlatform/data-agent-kit-plugin (GitHub) · data · 249 stars · scanned at commit e70c87b

CRITICAL RULE: You MUST use this skill whenever the task involves any machine learning tasks or data analysis. Use this skill if the user's prompt or requirements mention any of the following: * Clustering * Classification * Regression * Time series forecasting * Statistical testing * Model comparison * ML * Data analysis SQL/BigQuery ML HANDOFF: If the user requires a SQL solution, use this skill to dictate the ANALYSIS STEPS (e.g., markdown analysis cells, visualization logic), but defer to …

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/'ml-best-practices' ] || [ -L ~/.agents/skills/'ml-best-practices' ]; then echo 'A skill folder named ml-best-practices already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/GoogleCloudPlatform/data-agent-kit-plugin' "$d" && git -C "$d" checkout --quiet 'e70c87ba66c5731062af13103626b8703b8bf42d' -- 'skills/ml-best-practices' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/ml-best-practices' ~/.agents/skills/'ml-best-practices' && 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-best-practices' ~/.claude/skills/'ml-best-practices' (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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