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dataframe-performance

100 / 100 · Low risk

Fine to try.

By makifbaysal/tasktrooper (GitHub) · coding · 120 stars · scanned at commit ae5fb96

Use when dataframe code is slow or runs out of memory, when data outgrows pandas, or when writing pandas 3, Polars or DuckDB code — vectorisation, dtypes, Copy-on-Write, lazy and out-of-core execution, and measuring before and after

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/'dataframe-performance' ] || [ -L ~/.agents/skills/'dataframe-performance' ]; then echo 'A skill folder named dataframe-performance already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/makifbaysal/tasktrooper' "$d" && git -C "$d" checkout --quiet 'ae5fb965c4758bbb25d2fac7f10f9bb26cb63823' -- 'catalog/agents/data-scientist/skills/dataframe-performance' && mkdir -p ~/.agents/skills && cp -R "$d"/'catalog/agents/data-scientist/skills/dataframe-performance' ~/.agents/skills/'dataframe-performance' && 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/'dataframe-performance' ~/.claude/skills/'dataframe-performance' (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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