Scales pandas, NumPy, and custom Python research workflows beyond memory or across clusters with Dask. Covers DataFrames, Arrays, Bags, Futures, chunking, schedulers, and distributed diagnostics. Use for partitioned file processing, scientific array computation, or parallel tasks whose memory and dependency structure require Dask.
Install
npx skills add K-Dense-AI/scientific-agent-skills --skill dasknpx skills add K-Dense-AI/scientific-agent-skills --skill dask -a claude-code -gnpx skills add K-Dense-AI/scientific-agent-skills --skill dask -a codex -ggemini skills install https://github.com/K-Dense-AI/scientific-agent-skills.git --path skills/daskgh skill install K-Dense-AI/scientific-agent-skills daskgit clone --depth 1 https://github.com/K-Dense-AI/scientific-agent-skills /tmp/K-Dense-AI__scientific-agent-skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/K-Dense-AI__scientific-agent-skills/skills/dask ~/.claude/skills/dask # Claude Code
cp -R /tmp/K-Dense-AI__scientific-agent-skills/skills/dask ~/.agents/skills/dask # Codex, Cursor, Gemini CLI, Copilot, OpenCode