Claude Code plugin
ds-crew
Fourteen slash commands that give Claude Code structured data-science workflows — profiling, EDA, verified analysis, and model-building with leakage and CV discipline.
- Python
- Claude Code
- Prompt Engineering
ds-crew is a Claude Code plugin: 14 slash commands that turn vague data-science intentions into a structured, executable, reviewed starting point in minutes instead of hours.
What it does
/ds-conduct— peeks at your data, asks a few questions, assembles the right workflow./data-profile— column stats, null rates, and join diagnostics before you write a line./ds-star-plus— writes and runs Python iteratively, checking each result against seven common silent-failure modes (wrong column, dropped rows, unit mismatch, scope error, and more) and backtracking when something's off./ds-spike— runs three diverse solvers in parallel and reconciles them when you need confidence./ds-model— an AIDE-style solution tree with leakage and CV discipline.
Why it matters
The contract is honest: it's a kickoff tool, not an oracle. It does the mechanical work and routes the genuine judgment calls — ambiguous scope, contradictory requirements, domain decisions — back to you instead of guessing. That's the same philosophy I bring to production AI: automate the mechanics, surface the consequential decisions.