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ds-skills

Data Science Skills Distilled from Awesome Kaggle Notebooks.

535 reusable techniques across 5 domains, each extracted from top-voted Kaggle competition solutions. Every skill is a self-contained SKILL.md — ready to be loaded by Claude Code, Cursor, Codex, or any AI coding agent.

More skills coming soon — 600+ competitions in the pipeline, with new skills distilled regularly via an automated agent. Star this repo to stay updated.

Skills

Full list: run ds-skills list or browse ds-skills.com. See Changelog for what’s new.

Install skills to your agent

Option 1: Let your AI agent do it

Copy this repo URL into your AI coding agent (Claude Code, Cursor, Codex, etc.) and ask it to install ds-skills:

https://github.com/wenmin-wu/ds-skills

Your agent can read the README, install the CLI, and set everything up by itself.

Option 2: ds-skills CLI

pip install ds-skills-cli
ds-skills install --agent claude-code   # or: cursor, codex
ds-skills setup --agent claude-code     # teach your agent the CLI

More commands:

ds-skills install nlp/deberta-classification --agent claude-code  # single skill
ds-skills install --agent claude-code --domain tabular            # single domain
ds-skills list                          # list all skills
ds-skills search "gradient boosting"    # search by keyword
ds-skills show nlp/deberta-classification  # preview a skill
ds-skills stats                         # aggregate stats

Add --json to any command for structured JSON output (agent-friendly).

Option 2: Local copy script

If you prefer to clone the repo and copy skills locally:

git clone https://github.com/wenmin-wu/ds-skills.git
cd ds-skills

# Copy to your agent's skill directory
scripts/skills-copy --dest ~/.claude/skills    # Claude Code
scripts/skills-copy --dest ~/.cursor/rules     # Cursor
scripts/skills-copy --dest ~/.codex/skills     # Codex

Skills are flattened on copy: skills/nlp/deberta-classification/ becomes nlp-deberta-classification/.

Structure

skills///SKILL.md