code-data-analysis-scaffolds

SKILL.md

This skill provides structured scaffolds (frameworks, checklists, templates) for technical work in software engineering and data science. It helps you approach complex tasks systematically by defining what to do, in what order, and what to validate before proceeding.

Code Data Analysis Scaffolds provides structured frameworks for common technical patterns:

Task: "Write authentication function" TDD Scaffold: ```python # Test structure (write these FIRST) def testvalidcredentials(): assert authenticate("user@example.com", "correctpass") == True def testinvalidpassword(): assert authenticate("user@example.com", "wrongpass") == False def testnonexistentuser():

在开始需要结构化方法的技术工作时使用 - 在代码之前编写测试 (TDD)、规划数据探索 (EDA)、设计统计分析、阐明建模目标（因果与预测）或验证结果。当用户提到“为以下内容编写测试”、“探索此数据集”、“分析”、“模型”、“验证”时，或者当技术工作在执行之前需要系统化的脚手架时调用。 来源：lyndonkl/claude。

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