Skills
.Work. You
Rest

ds-using-superpowers

Community

Route every analytics request to the right ds-skill.

Data & Analytics#experiment design#systematic debugging#skill routing#metric validation#data science workflow#analytics notebooks#verification before completion
AuthorKhodzitcky-Vl
Version1.0.0
Installs0

System Documentation

What problem does it solve?

It prevents analysts and AI assistants from jumping straight into SQL, notebook changes, or metric claims without first selecting the correct local data-science workflow and guardrails.

Core Features & Use Cases

  • Deterministic skill routing: Automatically selects the best matching ds- skill (including brainstorming, planning, experiment design, metric validation, debugging, reproducibility, and verification) based on the task context.
  • Priority-driven decision discipline: Enforces a consistent order when multiple ds- skills could apply, including mandatory early routing for the ds- workflow.
  • Checklist-first execution: When the invoked skill defines a checklist, the assistant creates tasks per checklist item and follows the skill instructions exactly.

Quick Start

Invoke the ds-using-superpowers skill for your request and let it route to the most relevant ds- skill before you ask questions, write SQL, or edit notebooks.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: ds-using-superpowers
Download link: https://github.com/Khodzitcky-Vl/data-science-ai-superpowers/archive/main.zip#ds-using-superpowers

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
View Source Repository

Agent Skills Search Helper

Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.