data-science-setup
Data Science / ML Setup
This skill configures Claude for exploratory and productive data science / ML work. It is the right choice when your project centers on notebooks, models, datasets, and experiments — not general application code (use coding-setup for that) and not literature research (use research-setup for that).
Handoff context: Read skills/_shared/consume-handoff.md and run it with the handoff block (if any). The helper guarantees the following locals: detected_language, existing_claude_md, inferred_use_case, repo_signals, graphify_candidate. Use detected_language for all user-facing prose; generated file content stays in English.
Existing CLAUDE.md: If existing_claude_md: true, DO NOT overwrite it. Append a new delimited section at the end of the file:
<!-- onboarding-agent:start setup=data-science skill=data-science-setup section=claude-md -->
## Claude Onboarding Agent — Data Science Setup
...generated content...
<!-- onboarding-agent:end -->
If the delimited block already exists from a previous run (either the attributed form above or the legacy unattributed <!-- onboarding-agent:start --> form), replace only the content between the markers; leave the rest of the file untouched. Upgrade the opening marker to the attributed form while you are there — /upgrade-setup depends on it for detection.