Code Data Analysis Scaffolds

Table of Contents

• Overview
• Workflow
• Scaffold Types
• Guardrails
• Quick Reference

Overview

This skill provides structured scaffolds for common technical patterns:

1. TDD Scaffold: Given requirements, generate test structure before implementing code
2. EDA Scaffold: Given dataset, create systematic exploration plan
3. Statistical Analysis Scaffold: Given question, design appropriate statistical test/model
4. Validation Scaffold: Given code/model/data, create comprehensive validation checklist

Skip this skill when the user wants immediate execution without scaffolding, already has a clear plan, or the task is trivial.